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exact-railcar commited on 14 days ago

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1a87547

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.gitattributes +171 -0
animate/.editorconfig +34 -0
animate/.gitignore +241 -0
animate/.pre-commit-config.yaml +28 -0
animate/COPYING +13 -0
animate/LICENSE.md +194 -0
animate/MANIFEST.in +2 -0
animate/README.md +925 -0
animate/config/.gitignore +4 -0
animate/config/GroundingDINO/GroundingDINO_SwinB_cfg.py +43 -0
animate/config/GroundingDINO/GroundingDINO_SwinT_OGC.py +43 -0
animate/config/inference/default.json +27 -0
animate/config/inference/motion_sdxl.json +23 -0
animate/config/inference/motion_v2.json +28 -0
animate/config/inference/sd15-unet.json +89 -0
animate/config/inference/sd15-unet3d.json +64 -0
animate/config/prompts/.gitignore +2 -0
animate/config/prompts/01-ToonYou.json +24 -0
animate/config/prompts/02-Lyriel.json +25 -0
animate/config/prompts/03-RcnzCartoon.json +25 -0
animate/config/prompts/04-MajicMix.json +25 -0
animate/config/prompts/05-RealisticVision.json +25 -0
animate/config/prompts/06-Tusun.json +23 -0
animate/config/prompts/07-FilmVelvia.json +26 -0
animate/config/prompts/08-GhibliBackground.json +23 -0
animate/config/prompts/concat_2horizontal.bat +1 -0
animate/config/prompts/copy_png.bat +11 -0
animate/config/prompts/ignore_tokens.txt +4 -0
animate/config/prompts/img2img_sample.json +272 -0
animate/config/prompts/inpaint_sample.json +299 -0
animate/config/prompts/prompt_travel.json +322 -0
animate/config/prompts/prompt_travel_multi_controlnet.json +238 -0
animate/config/prompts/region_sample.json +299 -0
animate/config/prompts/region_sample2.json +299 -0
animate/config/prompts/region_sample3.json +299 -0
animate/config/prompts/region_txt2img.json +324 -0
animate/config/prompts/sample_lcm.json +298 -0
animate/config/prompts/to_8fps_Frames.bat +1 -0
animate/data/.gitignore +5 -0
animate/data/controlnet_image/cat/controlnet_ip2p/00000000.png +3 -0
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+# Created by https://www.toptal.com/developers/gitignore/api/linux,windows,macos,visualstudiocode,python
+# Edit at https://www.toptal.com/developers/gitignore?templates=linux,windows,macos,visualstudiocode,python
+### Linux ###
+*~
+# temporary files which can be created if a process still has a handle open of a deleted file
+.fuse_hidden*
+# KDE directory preferences
+.directory
+# Linux trash folder which might appear on any partition or disk
+.Trash-*
+# .nfs files are created when an open file is removed but is still being accessed
+.nfs*
+### macOS ###
+# General
+.DS_Store
+.AppleDouble
+.LSOverride
+# Icon must end with two \r
+Icon
+# Thumbnails
+._*
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+# Directories potentially created on remote AFP share
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+# C extensions
+*.so
+# Distribution / packaging
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+develop-eggs/
+dist/
+downloads/
+eggs/
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+parts/
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+var/
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+*.egg-info/
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+*.egg
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+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+# Translations
+*.mo
+*.pot
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+# Flask stuff:
+instance/
+.webassets-cache
+# Scrapy stuff:
+.scrapy
+# Sphinx documentation
+docs/_build/
+# PyBuilder
+.pybuilder/
+target/
+# Jupyter Notebook
+.ipynb_checkpoints
+# IPython
+profile_default/
+ipython_config.py
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+# SageMath parsed files
+*.sage.py
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+# Spyder project settings
+.spyderproject
+.spyproject
+# Rope project settings
+.ropeproject
+# mkdocs documentation
+/site
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+# Pyre type checker
+.pyre/
+# pytype static type analyzer
+.pytype/
+# Cython debug symbols
+cython_debug/
+### VisualStudioCode ###
+.vscode/*
+!.vscode/settings.json
+!.vscode/tasks.json
+!.vscode/launch.json
+!.vscode/extensions.json
+*.code-workspace
+# Local History for Visual Studio Code
+.history/
+### VisualStudioCode Patch ###
+# Ignore all local history of files
+.history
+.ionide
+### Windows ###
+# Windows thumbnail cache files
+Thumbs.db
+Thumbs.db:encryptable
+ehthumbs.db
+ehthumbs_vista.db
+# Dump file
+*.stackdump
+# Folder config file
+[Dd]esktop.ini
+# Recycle Bin used on file shares
+$RECYCLE.BIN/
+# Windows Installer files
+*.cab
+*.msi
+*.msix
+*.msm
+*.msp
+# Windows shortcuts
+*.lnk
+# End of https://www.toptal.com/developers/gitignore/api/linux,windows,macos,visualstudiocode,python
+# setuptools-scm _version file
+src/animatediff/_version.py
+# local misc and temp
+/misc/
+/temp/
+# envrc
+.env*
+!.envrc.example

animate/.pre-commit-config.yaml ADDED Viewed

	@@ -0,0 +1,28 @@

+# See https://pre-commit.com for more information
+ci:
+  autofix_prs: true
+  autoupdate_branch: "main"
+  autoupdate_commit_msg: "[pre-commit.ci] pre-commit autoupdate"
+  autoupdate_schedule: weekly
+repos:
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: "v0.0.281"
+    hooks:
+      - id: ruff
+        args: ["--fix", "--exit-non-zero-on-fix"]
+  - repo: https://github.com/psf/black
+    rev: 23.7.0
+    hooks:
+      - id: black
+        args: ["--line-length=110"]
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.4.0
+    hooks:
+      - id: trailing-whitespace
+        args: [--markdown-linebreak-ext=md]
+      - id: end-of-file-fixer
+      - id: check-yaml
+      - id: check-added-large-files

animate/COPYING ADDED Viewed

	@@ -0,0 +1,13 @@

+Copyright (c) 2023, Andi Powers-Holmes
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.

animate/LICENSE.md ADDED Viewed

	@@ -0,0 +1,194 @@

+Apache License
+==============
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+_&lt;<http://www.apache.org/licenses/>&gt;_
+### Terms and Conditions for use, reproduction, and distribution
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animate/MANIFEST.in ADDED Viewed

	@@ -0,0 +1,2 @@


1	+ # setuptools_scm will grab all tracked files, minus these exclusions
2	+ prune .vscode

animate/README.md ADDED Viewed

	@@ -0,0 +1,925 @@

+# AnimateDiff prompt travel
+[AnimateDiff](https://github.com/guoyww/AnimateDiff) with prompt travel + [ControlNet](https://github.com/lllyasviel/ControlNet) + [IP-Adapter](https://github.com/tencent-ailab/IP-Adapter)
+I added a experimental feature to animatediff-cli to change the prompt in the middle of the frame.
+It seems to work surprisingly well!
+### Example
+- context_schedule "composite"
+- pros : more stable animation
+- cons : ignore prompts that require compositional changes
+- "uniform"(default) / "composite"
+<div><video controls src="https://github.com/s9roll7/animatediff-cli-prompt-travel/assets/118420657/717536f1-7c60-49a6-ad3a-de31d6b3efd9" muted="false"></video></div>
+<br>
+- controlnet for region
+- controlnet_openpose for fg
+- controlnet_tile(0.7) for bg
+<div><video controls src="https://github.com/s9roll7/animatediff-cli-prompt-travel/assets/118420657/09fbf348-42ed-425c-9ec0-2865d233203a" muted="false"></video></div>
+<br>
+- added new controlnet [animatediff-controlnet](https://www.reddit.com/r/StableDiffusion/comments/183gt1g/animation_with_animatediff_and_retrained/)
+- It works like ip2p and is very useful for replacing characters
+- (This sample is generated at high resolution using the gradual latent hires fix)
+- more example [here](https://github.com/s9roll7/animatediff-cli-prompt-travel/issues/189)
+<div><video controls src="https://github.com/s9roll7/animatediff-cli-prompt-travel/assets/118420657/a867c480-3f1a-4e2c-874f-88c1a54e8903" muted="false"></video></div>
+<br>
+- gradual latent hires fix
+- sd15 512x856 / sd15 768x1280 / sd15 768x1280 with gradual latent hires fix
+- more example [here](https://github.com/s9roll7/animatediff-cli-prompt-travel/issues/188)
+<div><video controls src="https://github.com/s9roll7/animatediff-cli-prompt-travel/assets/118420657/346c0541-7f05-4c45-ab2a-911bc0942fa8" muted="false"></video></div>
+<br>
+- [sdxl turbo lora](https://civitai.com/models/215485?modelVersionId=242807)
+- more example [here](https://github.com/s9roll7/animatediff-cli-prompt-travel/issues/184)
+<div><video controls src="https://github.com/s9roll7/animatediff-cli-prompt-travel/assets/118420657/15c39ac2-3853-44f5-b08c-142c90985c4b" muted="false"></video></div>
+<br>
+<br>
+[Click here to see old samples.](example.md)
+<br>
+<br>
+### Installation(for windows)
+Same as the original animatediff
+[Python 3.10](https://www.python.org/) and git client must be installed
+(https://www.reddit.com/r/StableDiffusion/comments/157c0wl/working_animatediff_cli_windows_install/)
+I found a detailed tutorial
+(https://www.reddit.com/r/StableDiffusion/comments/16vlk9j/guide_to_creating_videos_with/)
+(https://www.youtube.com/watch?v=7_hh3wOD81s)
+### How To Use
+Almost same as the original animatediff-cli, but with a slight change in config format.
+```json
+{
+  "name": "sample",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",  # Specify Checkpoint as a path relative to /animatediff-cli/data
+  "lcm_map":{     # lcm-lora
+    "enable":false,
+    "start_scale":0.15,
+    "end_scale":0.75,
+    "gradient_start":0.2,
+    "gradient_end":0.75
+  },
+  "gradual_latent_hires_fix_map":{ # gradual latent hires fix
+    # This is an option to address the problem of chaos being generated when the model is generated beyond its proper size.
+    # It also has the effect of increasing generation speed.
+    "enable": false,    # enable/disable
+    "scale": {    # "DENOISE PROGRESS" : LATENT SCALE format
+      # In this example, Up to 70% of the total denoise, latent is halved to the specified size.
+      # From 70% to the end, calculate the size as specified.
+      "0": 0.5,
+      "0.7": 1.0
+    },
+    "reverse_steps": 5,          # Number of reversal steps at latent size switching timing
+    "noise_add_count":3          # Additive amount of noise　at latent size switching timing
+  },
+  "vae_path":"share/VAE/vae-ft-mse-840000-ema-pruned.ckpt",       # Specify vae as a path relative to /animatediff-cli/data
+  "motion_module": "models/motion-module/mm_sd_v14.ckpt",         # Specify motion module as a path relative to /animatediff-cli/data
+  "context_schedule":"uniform",          # "uniform" or "composite"
+  "compile": false,
+  "seed": [
+    341774366206100,-1,-1         # -1 means random. If "--repeats 3" is specified in this setting, The first will be 341774366206100, the second and third will be random.
+  ],
+  "scheduler": "ddim",      # "ddim","euler","euler_a","k_dpmpp_2m", etc...
+  "steps": 40,
+  "guidance_scale": 20,     # cfg scale
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 0.5,
+  "head_prompt": "masterpiece, best quality, a beautiful and detailed portriat of muffet, monster girl,((purple body:1.3)),humanoid, arachnid, anthro,((fangs)),pigtails,hair bows,5 eyes,spider girl,6 arms,solo",
+  "prompt_map": {           # "FRAME" : "PROMPT" format / ex. prompt for frame 32 is "head_prompt" + prompt_map["32"] + "tail_prompt"
+    "0":  "smile standing,((spider webs:1.0))",
+    "32":  "(((walking))),((spider webs:1.0))",
+    "64":  "(((running))),((spider webs:2.0)),wide angle lens, fish eye effect",
+    "96":  "(((sitting))),((spider webs:1.0))"
+  },
+  "tail_prompt": "clothed, open mouth, awesome and detailed background, holding teapot, holding teacup, 6 hands,detailed hands,storefront that sells pastries and tea,bloomers,(red and black clothing),inside,pouring into teacup,muffetwear",
+  "n_prompt": [
+    "(worst quality, low quality:1.4),nudity,simple background,border,mouth closed,text, patreon,bed,bedroom,white background,((monochrome)),sketch,(pink body:1.4),7 arms,8 arms,4 arms"
+  ],
+  "lora_map": {             # "PATH_TO_LORA" : STRENGTH format
+    "share/Lora/muffet_v2.safetensors" : 1.0,                     # Specify lora as a path relative to /animatediff-cli/data
+    "share/Lora/add_detail.safetensors" : 1.0                     # Lora support is limited. Not all formats can be used!!!
+  },
+  "motion_lora_map": {      # "PATH_TO_LORA" : STRENGTH format
+    "models/motion_lora/v2_lora_RollingAnticlockwise.ckpt":0.5,   # Currently, the officially distributed lora seems to work only for v2 motion modules (mm_sd_v15_v2.ckpt).
+    "models/motion_lora/v2_lora_ZoomIn.ckpt":0.5
+  },
+  "ip_adapter_map": {       # config for ip-adapter
+      # enable/disable (important)
+      "enable": true,
+      # Specify input image directory relative to /animatediff-cli/data (important! No need to specify frames in the config file. The effect on generation is exactly the same logic as the placement of the prompt)
+      "input_image_dir": "ip_adapter_image/test",
+      "prompt_fixed_ratio": 0.5,
+      # save input image or not
+      "save_input_image": true,
+      # Ratio of image prompt vs text prompt (important). Even if you want to emphasize only the image prompt in 1.0, do not leave prompt/neg prompt empty, but specify a general text such as "best quality".
+      "scale": 0.5,
+      # IP-Adapter/IP-Adapter Full Face/IP-Adapter Plus Face/IP-Adapter Plus/IP-Adapter Light (important) It would be a completely different outcome. Not always PLUS a superior result.
+      "is_full_face": false,
+      "is_plus_face": false,
+      "is_plus": true,
+      "is_light": false
+  },
+  "img2img_map": {
+      # enable/disable
+      "enable": true,
+      # Directory where the initial image is placed
+      "init_img_dir": "..\\stylize\\2023-10-27T19-43-01-sample-mistoonanime_v20\\00_img2img",
+      "save_init_image": true,
+      # The smaller the value, the closer the result will be to the initial image.
+      "denoising_strength": 0.7
+  },
+  "region_map": {
+      # setting for region 0. You can also add regions if necessary.
+      # The region added at the back will be drawn at the front.
+      "0": {
+          # enable/disable
+          "enable": true,
+          # If you want to draw a separate object for each region, enter a value of 0.1 or higher.
+          "crop_generation_rate": 0.1,
+          # Directory where mask images are placed
+          "mask_dir": "..\\stylize\\2023-10-27T19-43-01-sample-mistoonanime_v20\\r_fg_00_2023-10-27T19-44-08\\00_mask",
+          "save_mask": true,
+          # If true, the initial image will be drawn as is (inpaint)
+          "is_init_img": false,
+          # conditions for region 0
+          "condition": {
+              # text prompt for region 0
+              "prompt_fixed_ratio": 0.5,
+              "head_prompt": "",
+              "prompt_map": {
+                  "0": "(masterpiece, best quality:1.2), solo, 1girl, kusanagi motoko, looking at viewer, jacket, leotard, thighhighs, gloves, cleavage"
+               },
+              "tail_prompt": "",
+              # image prompt(ip adapter) for region 0
+              # It is not possible to change lora for each region, but you can do something similar using an ip adapter.
+              "ip_adapter_map": {
+                  "enable": true,
+                  "input_image_dir": "..\\stylize\\2023-10-27T19-43-01-sample-mistoonanime_v20\\r_fg_00_2023-10-27T19-44-08\\00_ipadapter",
+                  "prompt_fixed_ratio": 0.5,
+                  "save_input_image": true,
+                  "resized_to_square": false
+              }
+          }
+      },
+      # setting for background
+      "background": {
+          # If true, the initial image will be drawn as is (inpaint)
+          "is_init_img": true,
+          "hint": "background's condition refers to the one in root"
+      }
+  },
+  "controlnet_map": {       # config for controlnet(for generation)
+    "input_image_dir" : "controlnet_image/test",    # Specify input image directory relative to /animatediff-cli/data (important! Please refer to the directory structure of sample. No need to specify frames in the config file.)
+    "max_samples_on_vram" : 200,    # If you specify a large number of images for controlnet and vram will not be enough, reduce this value. 0 means that everything should be placed in cpu.
+    "max_models_on_vram" : 3,       # Number of controlnet models to be placed in vram
+    "save_detectmap" : true,        # save preprocessed image or not
+    "preprocess_on_gpu": true,      # run preprocess on gpu or not (It probably does not affect vram usage at peak, so it should always set true.)
+    "is_loop": true,                # Whether controlnet effects consider loop
+    "controlnet_tile":{    # config for controlnet_tile
+      "enable": true,              # enable/disable (important)
+      "use_preprocessor":true,      # Whether to use a preprocessor for each controlnet type
+      "preprocessor":{     # If not specified, the default preprocessor is selected.(Most of the time the default should be fine.)
+        # none/blur/tile_resample/upernet_seg/ or key in controlnet_aux.processor.MODELS
+        # https://github.com/patrickvonplaten/controlnet_aux/blob/2fd027162e7aef8c18d0a9b5a344727d37f4f13d/src/controlnet_aux/processor.py#L20
+        "type" : "tile_resample",
+        "param":{
+          "down_sampling_rate":2.0
+        }
+      },
+      "guess_mode":false,
+      # control weight (important)
+      "controlnet_conditioning_scale": 1.0,
+      # starting control step
+      "control_guidance_start": 0.0,
+      # ending control step
+      "control_guidance_end": 1.0,
+      # list of influences on neighboring frames (important)
+      # This means that there is an impact of 0.5 on both neighboring frames and 0.4 on the one next to it. Try lengthening, shortening, or changing the values inside.
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      # list of regions where controlnet works
+      # In this example, it only affects region "0", but not "background".
+      "control_region_list": ["0"]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      # In this example, all regions are affected
+      "control_region_list": []
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      # In this example, it only affects region "background", but not "0".
+      "control_region_list": ["background"]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      # In this example, all regions are affected (since these are the only two regions defined)
+      "control_region_list": ["0", "background"]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+        "enable": false,            # enable/disable (important)
+        "ref_image": "ref_image/ref_sample.png",     # path to reference image.
+        "attention_auto_machine_weight": 1.0,
+        "gn_auto_machine_weight": 1.0,
+        "style_fidelity": 0.5,                # control weight-like parameter(important)
+        "reference_attn": true,               # [attn=true , adain=false] means "reference_only"
+        "reference_adain": false,
+        "scale_pattern":[0.5]                 # Pattern for applying controlnet_ref to frames
+    }                                         # ex. [0.5] means [0.5,0.5,0.5,0.5,0.5 .... ]. All frames are affected by 50%
+                                              # ex. [1, 0] means [1,0,1,0,1,0,1,0,1,0,1 ....]. Only even frames are affected by 100%.
+  },
+  "upscale_config": {       # config for tile-upscale
+    "scheduler": "ddim",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {    # config for controlnet tile
+      "enable": true,       # enable/disable (important)
+      "controlnet_conditioning_scale": 1.0,     # control weight (important)
+      "guess_mode": false,
+      "control_guidance_start": 0.0,      # starting control step
+      "control_guidance_end": 1.0         # ending control step
+    },
+    "controlnet_line_anime": {  # config for controlnet line anime
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {  # config for controlnet ip2p
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {   # config for controlnet ref
+      "enable": false,             # enable/disable (important)
+      "use_frame_as_ref_image": false,   # use original frames as ref_image for each upscale (important)
+      "use_1st_frame_as_ref_image": false,   # use 1st original frame as ref_image for all upscale (important)
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",   # use specified image file as ref_image for all upscale (important)
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,       # control weight-like parameter(important)
+      "reference_attn": true,       # [attn=true , adain=false] means "reference_only"
+      "reference_adain": false
+    }
+  },
+  "output":{   # output format
+    "format" : "gif",   # gif/mp4/webm
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}
+```
+```sh
+python3 -m pip install -U realesrgan imageio-ffmpeg
+python3 - <<EOF
+import fileinput, importlib
+for line in fileinput.input(importlib.util.find_spec('basicsr').origin.replace('__init__', 'data/degradations'), inplace=True): print(line.replace('torchvision.transforms.functional_tensor', 'torchvision.transforms.functional'), end='')
+for line in fileinput.input(importlib.util.find_spec('facexlib.detection').origin, inplace=True): print(line.replace('https://github.com/xinntao/facexlib/releases/download/v0.1.0/detection_Resnet50_Final.pth', 'https://huggingface.co/chaowenguo/pal/resolve/main/detection_Resnet50_Final.pth'), end='')
+for line in fileinput.input(importlib.util.find_spec('facexlib.parsing').origin, inplace=True): print(line.replace('https://github.com/xinntao/facexlib/releases/download/v0.2.2/parsing_parsenet.pth', 'https://huggingface.co/chaowenguo/pal/resolve/main/parsing_parsenet.pth'), end='')
+EOF
+git clone https://bitbucket.org/chaowenguo/animatediff
+cd animatediff
+python3 -m pip install -U . torchvision==0.21 onnxruntime-gpu moviepy
+cd ..
+cp -r animatediff/config .
+curl -L -O https://huggingface.co/chaowenguo/AnimateLCM/resolve/main/AnimateLCM_sd15_t2v.ckpt
+cat <<EOF > config/prompts/prompt_travel.json
+{
+  "name": "sample",
+  "path": "",
+  "motion_module": "",
+  "lcm_map":{
+    "enable":true,
+    "start_scale":0.15,
+    "end_scale":0.75,
+    "gradient_start":0.2,
+    "gradient_end":0.75
+  },
+  "seed": [
+     1
+  ],
+  "scheduler": "lcm",
+  "steps": 8,
+  "guidance_scale": 3,
+  "unet_batch_size": 1,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 1,
+  "head_prompt": "A full body gorgeous smiling slim young cleavage robust boob japanese girl, beautiful face, wearing skirt, standing on beach, two hands each with five fingers, two arms, front view",
+  "prompt_map": {
+      "0": "waving hand, open palm"
+  },
+  "tail_prompt": "best quality, extremely detailed, HD, ultra-realistic, 8K, HQ, masterpiece, trending on artstation, art, smooth",
+  "n_prompt": [
+    "(nipple:1.4), dudou, shirt, skirt, collar, shawl, hat, sock, sleeve, glove, headgear, back view, monochrome, longbody, lowres, bad anatomy, bad hands, fused fingers, missing fingers, too many fingers, extra digit, fewer digits, cropped, worst quality, low quality, deformed body, bloated, ugly, unrealistic, extra hands and arms"
+  ],
+  "lora_map": {},
+  "motion_lora_map": {}
+}
+EOF
+```
+```py
+import basicsr, realesrgan, gfpgan, imageio, pathlib, diffusers, torch, transformers, moviepy, builtins, numpy, re
+from animatediff import get_dir
+from animatediff.generate import (controlnet_preprocess, create_pipeline,
+                                  create_us_pipeline, img2img_preprocess,
+                                  ip_adapter_preprocess,
+                                  load_controlnet_models, prompt_preprocess,
+                                  region_preprocess, run_inference,
+                                  run_upscale, save_output,
+                                  unload_controlnet_models,
+                                  wild_card_conversion)
+from animatediff.settings import (CKPT_EXTENSIONS, InferenceConfig,
+                                  ModelConfig, get_infer_config,
+                                  get_model_config)
+from animatediff.utils.model import (checkpoint_to_pipeline,
+                                     fix_checkpoint_if_needed, get_base_model)
+from animatediff.utils.pipeline import get_context_params, send_to_device
+from animatediff.utils.util import (is_sdxl_checkpoint,
+                                    is_v2_motion_module,
+                                    set_tensor_interpolation_method)
+from animatediff.pipelines import load_text_embeddings
+from animatediff.schedulers import DiffusionScheduler, get_scheduler
+from animatediff.pipelines.lora import load_lcm_lora, load_lora_map
+import huggingface_hub
+import animatediff
+width=432
+height=768
+length=1440
+model_config = get_model_config('config/prompts/prompt_travel.json')
+is_sdxl = False
+is_v2 = True
+infer_config = get_infer_config(is_v2, is_sdxl)
+set_tensor_interpolation_method(model_config.tensor_interpolation_slerp)
+device = torch.device('cuda')
+save_dir = pathlib.Path('output')
+controlnet_image_map, controlnet_type_map, controlnet_ref_map, controlnet_no_shrink = controlnet_preprocess(model_config.controlnet_map, width, height, length, save_dir, device, is_sdxl)
+img2img_map = img2img_preprocess(model_config.img2img_map, width, height, length, save_dir)
+base_model = pathlib.Path('/tmp/base')
+diffusers.StableDiffusionPipeline.from_pretrained('chaowenguo/stable-diffusion-v1-5').save_pretrained(base_model)
+tokenizer = transformers.CLIPTokenizer.from_pretrained(base_model, subfolder='tokenizer')
+text_encoder = transformers.CLIPTextModel.from_pretrained(base_model, subfolder='text_encoder')
+vae = diffusers.AutoencoderKL.from_pretrained(base_model, subfolder='vae')
+unet = animatediff.models.unet.UNet3DConditionModel.from_pretrained_2d(
+    pretrained_model_path=base_model,
+    motion_module_path=pathlib.Path.cwd().joinpath('AnimateLCM_sd15_t2v.ckpt'),
+    subfolder='unet',
+    unet_additional_kwargs=infer_config.unet_additional_kwargs,
+)
+feature_extractor = transformers.CLIPImageProcessor.from_pretrained(base_model, subfolder='feature_extractor')
+pipeline = diffusers.StableDiffusionPipeline.from_single_file('https://huggingface.co/chaowenguo/pal/blob/main/chilloutMix-Ni.safetensors',config='chaowenguo/stable-diffusion-v1-5', safety_checker=None, use_safetensors=True)
+unet.load_state_dict(pipeline.unet.state_dict(), strict=False)
+text_encoder.load_state_dict(pipeline.text_encoder.state_dict(), strict=False)
+vae.load_state_dict(pipeline.vae.state_dict(), strict=False)
+del pipeline
+unet.enable_xformers_memory_efficient_attention()
+pipeline = animatediff.pipelines.AnimationPipeline(
+    vae=vae,
+    text_encoder=text_encoder,
+    tokenizer=tokenizer,
+    unet=unet,
+    scheduler=get_scheduler(model_config.scheduler, infer_config.noise_scheduler_kwargs),
+    feature_extractor=feature_extractor,
+    controlnet_map=None,
+)
+lcm_lora = pathlib.Path.cwd().joinpath('data/models/lcm_lora/sd15')
+lcm_lora.mkdir(parents=True)
+huggingface_hub.hf_hub_download(repo_id='chaowenguo/AnimateLCM', filename='AnimateLCM_sd15_t2v_lora.safetensors', local_dir=lcm_lora)
+load_lcm_lora(pipeline, model_config.lcm_map, is_sdxl=is_sdxl)
+load_lora_map(pipeline, model_config.lora_map, length, is_sdxl=is_sdxl)
+pipeline.unet = pipeline.unet.half()
+pipeline.text_encoder = pipeline.text_encoder.half()
+pipeline.text_encoder = pipeline.text_encoder.to(device)
+load_text_embeddings(pipeline)
+pipeline.text_encoder = pipeline.text_encoder.to('cpu')
+pipeline = send_to_device(pipeline, device, freeze=True, force_half=False, compile=False, is_sdxl=is_sdxl)
+wild_card_conversion(model_config)
+is_init_img_exist = img2img_map != None
+region_condi_list, region_list, ip_adapter_config_map, region2index = region_preprocess(model_config, width, height, length, save_dir, is_init_img_exist, is_sdxl)
+if controlnet_type_map:
+    for c in controlnet_type_map:
+        tmp_r = [region2index[r] for r in controlnet_type_map[c]["control_region_list"]]
+        controlnet_type_map[c]["control_region_list"] = [r for r in tmp_r if r != -1]
+        logger.info(f"{c=} / {controlnet_type_map[c]['control_region_list']}")
+prompt_map = region_condi_list[0]["prompt_map"]
+prompt_tags = [re.compile(r"[^\w\-, ]").sub("", tag).strip().replace(" ", "-") for tag in prompt_map[list(prompt_map.keys())[0]].split(",")]
+prompt_str = "_".join((prompt_tags[:6]))[:50]
+torch.manual_seed(0)
+output = pipeline(
+    n_prompt='(nipple:1.4), dudou, shirt, skirt, collar, shawl, hat, sock, sleeve, glove, headgear, back view, monochrome, longbody, lowres, bad anatomy, bad hands, fused fingers, missing fingers, too many fingers, extra digit, fewer digits, cropped, worst quality, low quality, deformed body, bloated, ugly, unrealistic, extra hands and arms',
+    num_inference_steps=8,
+    guidance_scale=3,
+    unet_batch_size=1,
+    width=width,
+    height=height,
+    video_length=length,
+    return_dict=False,
+    context_frames=16,
+    context_stride=1,
+    context_overlap=16 // 4,
+    context_schedule='composite',
+    clip_skip=2,
+    controlnet_type_map=controlnet_image_map,
+    controlnet_image_map=controlnet_image_map,
+    controlnet_ref_map=controlnet_ref_map,
+    controlnet_no_shrink=controlnet_no_shrink,
+    controlnet_max_samples_on_vram=model_config.controlnet_map["max_samples_on_vram"] if "max_samples_on_vram" in model_config.controlnet_map else 999,
+    controlnet_max_models_on_vram=model_config.controlnet_map["max_models_on_vram"] if "max_models_on_vram" in model_config.controlnet_map else 99,
+    controlnet_is_loop = model_config.controlnet_map["is_loop"] if "is_loop" in model_config.controlnet_map else True,
+    img2img_map=img2img_map,
+    ip_adapter_config_map=ip_adapter_config_map,
+    region_list=region_list,
+    region_condi_list=region_condi_list,
+    interpolation_factor=1,
+    is_single_prompt_mode=model_config.is_single_prompt_mode,
+    apply_lcm_lora=True,
+    gradual_latent_map=model_config.gradual_latent_hires_fix_map,
+    callback=None,
+    callback_steps=None,
+)
+unload_controlnet_models(pipe=pipeline)
+frames = output.permute(0, 2, 1, 3, 4).squeeze(0)
+frames = frames.mul(255).add_(0.5).clamp_(0, 255).permute(0, 2, 3, 1).to("cpu", torch.uint8).numpy()
+with imageio.get_writer('tmp.mp4', fps=8) as writer:
+    for frame in frames: writer.append_data(frame)
+del pipeline
+torch.cuda.empty_cache()
+model = basicsr.archs.rrdbnet_arch.RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=23, num_grow_ch=32, scale=4)
+upsampler = realesrgan.RealESRGANer(scale=4, model_path='https://huggingface.co/chaowenguo/pal/resolve/main/RealESRGAN_x4plus.pth', model=model, half=True, device='cuda')
+face_enhancer = gfpgan.GFPGANer(model_path='https://huggingface.co/chaowenguo/pal/resolve/main/GFPGANv1.4.pth',upscale=4, bg_upsampler=upsampler)
+with imageio.get_reader('tmp.mp4') as reader, imageio.get_writer('enhance.mp4', fps=reader.get_meta_data()['fps']) as writer:
+    for frame in reader: writer.append_data(face_enhancer.enhance(frame)[-1])
+processor = transformers.AutoProcessor.from_pretrained('chaowenguo/musicgen')
+music = transformers.MusicgenMelodyForConditionalGeneration.from_pretrained('chaowenguo/musicgen', torch_dtype=torch.float16).to('cuda')
+result = []
+for _ in builtins.range(9):
+    inputs = processor(audio=result[-1] if result else None, sampling_rate=music.config.audio_encoder.sampling_rate, text='A grand and majestic symphony with soaring strings, powerful brass, and dynamic orchestration. Inspired by Beethoven and Tchaikovsky, featuring dramatic crescendos, delicate woodwind passages, and a triumphant finale. The mood is epic, emotional, and timeless', padding=True, return_tensors='pt').to('cuda')
+    inputs = {key:inputs.get(key) if key != 'input_features' else inputs.get(key).to(dtype=music.dtype) for key in inputs}
+    audio_values = music.generate(**inputs, max_new_tokens=1000)
+    result += audio_values[0, 0].cpu().numpy(),
+video = moviepy.VideoFileClip('enhance.mp4')
+video.with_audio(moviepy.AudioArrayClip(numpy.concatenate(result)[None].T, 2 * music.config.audio_encoder.sampling_rate)).write_videofile('video.mp4')
+```
+```sh
+# upscale using controlnet (tile, line anime, ip2p, ref)
+# specify the directory of the frame generated in the above step
+# default config path is 'frames_dir/../prompt.json'
+# here, width=512 is specified, but even if the original size is 512, it is effective in increasing detail
+animatediff tile-upscale PATH_TO_TARGET_FRAME_DIRECTORY -c config/prompts/prompt_travel.json -W 512
+# upscale width to 768 (smoother than tile-upscale)
+animatediff refine PATH_TO_TARGET_FRAME_DIRECTORY -W 768
+# If generation takes an unusually long time, there is not enough vram.
+# Give up large size or reduce the size of the context.
+animatediff refine PATH_TO_TARGET_FRAME_DIRECTORY -W 1024 -C 6
+# change lora and prompt to make minor changes to the video.
+animatediff refine PATH_TO_TARGET_FRAME_DIRECTORY -c config/prompts/some_minor_changed.json
+```
+#### Video Stylization
+```sh
+cd animatediff-cli-prompt-travel
+venv\Scripts\activate.bat
+# If you want to use the 'stylize' command, additional installation required
+python -m pip install -e .[stylize]
+# create config file from src video
+animatediff stylize create-config YOUR_SRC_MOVIE_FILE.mp4
+# create config file from src video (img2img)
+animatediff stylize create-config YOUR_SRC_MOVIE_FILE.mp4 -i2i
+# If you have less than 12GB of vram, specify low vram mode
+animatediff stylize create-config YOUR_SRC_MOVIE_FILE.mp4 -lo
+# Edit the config file by referring to the hint displayed in the log when the command finishes
+# It is recommended to specify a short length for the test run
+# generate(test run)
+# 16 frames
+animatediff stylize generate STYLYZE_DIR -L 16
+# 16 frames from the 200th frame
+animatediff stylize generate STYLYZE_DIR -L 16 -FO 200
+# If generation takes an unusually long time, there is not enough vram.
+# Give up large size or reduce the size of the context.
+# generate
+animatediff stylize generate STYLYZE_DIR
+```
+#### Video Stylization with region
+```sh
+cd animatediff-cli-prompt-travel
+venv\Scripts\activate.bat
+# If you want to use the 'stylize create-region' command, additional installation required
+python -m pip install -e .[stylize_mask]
+# [1] create config file from src video
+animatediff stylize create-config YOUR_SRC_MOVIE_FILE.mp4
+# for img2img
+animatediff stylize create-config YOUR_SRC_MOVIE_FILE.mp4 -i2i
+# If you have less than 12GB of vram, specify low vram mode
+animatediff stylize create-config YOUR_SRC_MOVIE_FILE.mp4 -lo
+```
+```json
+# in prompt.json (generated in [1])
+# [2] write the object you want to mask
+# ex.) If you want to mask a person
+    "stylize_config": {
+        "create_mask": [
+            "person"
+        ],
+        "composite": {
+```
+```sh
+# [3] generate region
+animatediff stylize create-region STYLYZE_DIR
+# If you have less than 12GB of vram, specify low vram mode
+animatediff stylize create-region STYLYZE_DIR -lo
+("animatediff stylize create-region -h" for help)
+```
+```json
+# in prompt.json (generated in [1])
+[4] edit region_map,prompt,controlnet setting. Put the image you want to reference in the ip adapter directory (both background and region)
+  "region_map": {
+      "0": {
+          "enable": true,
+          "mask_dir": "..\\stylize\\2023-10-27T19-43-01-sample-mistoonanime_v20\\r_fg_00_2023-10-27T19-44-08\\00_mask",
+          "save_mask": true,
+          "is_init_img": false, # <----------
+          "condition": {
+              "prompt_fixed_ratio": 0.5,
+              "head_prompt": "",  # <----------
+              "prompt_map": {  # <----------
+                  "0": "(masterpiece, best quality:1.2), solo, 1girl, kusanagi motoko, looking at viewer, jacket, leotard, thighhighs, gloves, cleavage"
+               },
+              "tail_prompt": "",  # <----------
+              "ip_adapter_map": {
+                  "enable": true,
+                  "input_image_dir": "..\\stylize\\2023-10-27T19-43-01-sample-mistoonanime_v20\\r_fg_00_2023-10-27T19-44-08\\00_ipadapter",
+                  "prompt_fixed_ratio": 0.5,
+                  "save_input_image": true,
+                  "resized_to_square": false
+              }
+          }
+      },
+      "background": {
+          "is_init_img": false,  # <----------
+          "hint": "background's condition refers to the one in root"
+      }
+  },
+```
+```sh
+# [5] generate
+animatediff stylize generate STYLYZE_DIR
+```
+#### Video Stylization with mask
+```sh
+cd animatediff-cli-prompt-travel
+venv\Scripts\activate.bat
+# If you want to use the 'stylize create-mask' command, additional installation required
+python -m pip install -e .[stylize_mask]
+# [1] create config file from src video
+animatediff stylize create-config YOUR_SRC_MOVIE_FILE.mp4
+# If you have less than 12GB of vram, specify low vram mode
+animatediff stylize create-config YOUR_SRC_MOVIE_FILE.mp4 -lo
+```
+```json
+# in prompt.json (generated in [1])
+# [2] write the object you want to mask
+# ex.) If you want to mask a person
+    "stylize_config": {
+        "create_mask": [
+            "person"
+        ],
+        "composite": {
+```
+```json
+# ex.) person, dog, cat
+    "stylize_config": {
+        "create_mask": [
+            "person", "dog", "cat"
+        ],
+        "composite": {
+```
+```json
+# ex.) boy, girl
+    "stylize_config": {
+        "create_mask": [
+            "boy", "girl"
+        ],
+        "composite": {
+```
+```sh
+# [3] generate mask
+animatediff stylize create-mask STYLYZE_DIR
+# If you have less than 12GB of vram, specify low vram mode
+animatediff stylize create-mask STYLYZE_DIR -lo
+# The foreground is output to the following directory (FG_STYLYZE_DIR)
+# STYLYZE_DIR/fg_00_timestamp_str
+# The background is output to the following directory (BG_STYLYZE_DIR)
+# STYLYZE_DIR/bg_timestamp_str
+("animatediff stylize create-mask -h" for help)
+# [4] generate foreground
+animatediff stylize generate FG_STYLYZE_DIR
+# Same as normal generate.
+# The default is controlnet_tile, so if you want to make a big style change,
+# such as changing the character, change to openpose, etc.
+# Of course, you can also generate the background here.
+```
+```json
+# in prompt.json (generated in [1])
+# [5] composite setup
+# enter the directory containing the frames generated in [4] in "fg_list".
+# In the "mask_prompt" field, write the object you want to extract from the generated foreground frame.
+# If you prepared the mask yourself, specify it in mask_path. If a valid path is set, use it.
+# If the shape has not changed when the foreground is generated, FG_STYLYZE_DIR/00_mask can be used
+# enter the directory containing the background frames separated in [3] in "bg_frame_dir".
+        "composite": {
+            "fg_list": [
+                {
+                    "path": "FG_STYLYZE_DIR/time_stamp_str/00-341774366206100",
+                    "mask_path": " absolute path to mask dir (this is optional) ",
+                    "mask_prompt": "person"
+                },
+                {
+                    "path": " absolute path to frame dir ",
+                    "mask_path": " absolute path to mask dir (this is optional) ",
+                    "mask_prompt": "cat"
+                }
+            ],
+            "bg_frame_dir": "BG_STYLYZE_DIR/00_controlnet_image/controlnet_tile",
+            "hint": ""
+        },
+```
+```sh
+# [6] composite
+animatediff stylize composite STYLYZE_DIR
+# By default, "sam hq" and "groundingdino" are used for cropping, but it is not always possible to crop the image well.
+# In that case, you can try "rembg" or "anime-segmentation".
+# However, when using "rembg" and "anime-segmentation", you cannot specify the target text to be clipped.
+animatediff stylize composite STYLYZE_DIR -rem
+animatediff stylize composite STYLYZE_DIR -anim
+# See help for detailed options. (animatediff stylize composite -h)
+```
+#### Auto config generation for [Stable-Diffusion-Webui-Civitai-Helper](https://github.com/butaixianran/Stable-Diffusion-Webui-Civitai-Helper) user
+```sh
+# This command parses the *.civitai.info files and automatically generates config files
+# See "animatediff civitai2config -h" for details
+animatediff civitai2config PATH_TO_YOUR_A111_LORA_DIR
+```
+#### Wildcard
+- you can pick wildcard up at [civitai](https://civitai.com/models/23799/freecards). then, put them in /wildcards.
+- Usage is the same as a1111.(  \_\_WILDCARDFILENAME\_\_ format,
+ex.  \_\_animal\_\_ for animal.txt. \_\_background-color\_\_ for background-color.txt.)
+```json
+  "prompt_map": {           # __WILDCARDFILENAME__
+    "0":  "__character-posture__, __character-gesture__, __character-emotion__, masterpiece, best quality, a beautiful and detailed portriat of muffet, monster girl,((purple body:1.3)), __background__",
+```
+### Recommended setting
+- checkpoint : [mistoonAnime_v20](https://civitai.com/models/24149/mistoonanime) for anime, [xxmix9realistic_v40](https://civitai.com/models/47274) for photoreal
+- scheduler : "k_dpmpp_sde"
+- upscale : Enable controlnet_tile and controlnet_ip2p only.
+- lora and ip adapter
+### Recommended settings for 8-12 GB of vram
+- max_samples_on_vram : 0
+- max_models_on_vram : 0
+- Generate at lower resolution and upscale to higher resolution with lower the value of context.
+- In the latest version, the amount of vram used during generation has been reduced.
+```sh
+animatediff generate -c config/prompts/your_config.json -W 384 -H 576 -L 48 -C 16
+animatediff tile-upscale output/2023-08-25T20-00-00-sample-mistoonanime_v20/00-341774366206100 -W 512
+```
+### Limitations
+- lora support is limited. Not all formats can be used!!!
+- It is not possible to specify lora in the prompt.
+### Related resources
+- [AnimateDiff](https://github.com/guoyww/AnimateDiff)
+- [ControlNet](https://github.com/lllyasviel/ControlNet)
+- [IP-Adapter](https://github.com/tencent-ailab/IP-Adapter)
+- [DWPose](https://github.com/IDEA-Research/DWPose)
+- [softmax-splatting](https://github.com/sniklaus/softmax-splatting)
+- [sam-hq](https://github.com/SysCV/sam-hq)
+- [Grounded-Segment-Anything](https://github.com/IDEA-Research/Grounded-Segment-Anything)
+- [ProPainter](https://github.com/sczhou/ProPainter)
+- [rembg](https://github.com/danielgatis/rembg)
+- [anime-segmentation](https://github.com/SkyTNT/anime-segmentation)
+- [LCM-LoRA](https://github.com/luosiallen/latent-consistency-model)
+- [ControlNet-LLLite](https://github.com/kohya-ss/sd-scripts/blob/main/docs/train_lllite_README.md)
+- [Gradual Latent hires fix](https://github.com/kohya-ss/sd-scripts/tree/gradual_latent_hires_fix)
+<br>
+<br>
+<br>
+<br>
+<br>
+Below is the original readme.
+----------------------------------------------------------
+# animatediff
+[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/neggles/animatediff-cli/main.svg)](https://results.pre-commit.ci/latest/github/neggles/animatediff-cli/main)
+animatediff refactor, ~~because I can.~~ with significantly lower VRAM usage.
+Also, **infinite generation length support!** yay!
+# LoRA loading is ABSOLUTELY NOT IMPLEMENTED YET!
+This can theoretically run on CPU, but it's not recommended. Should work fine on a GPU, nVidia or otherwise,
+but I haven't tested on non-CUDA hardware. Uses PyTorch 2.0 Scaled-Dot-Product Attention (aka builtin xformers)
+by default, but you can pass `--xformers` to force using xformers if you *really* want.
+### How To Use
+1. Lie down
+2. Try not to cry
+3. Cry a lot
+### but for real?
+Okay, fine. But it's still a little complicated and there's no webUI yet.
+```sh
+git clone https://github.com/neggles/animatediff-cli
+cd animatediff-cli
+python3.10 -m venv .venv
+source .venv/bin/activate
+# install Torch. Use whatever your favourite torch version >= 2.0.0 is, but, good luck on non-nVidia...
+python -m pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
+# install the rest of all the things (probably! I may have missed some deps.)
+python -m pip install -e '.[dev]'
+# you should now be able to
+animatediff --help
+# There's a nice pretty help screen with a bunch of info that'll print here.
+```
+From here you'll need to put whatever checkpoint you want to use into `data/models/sd`, copy
+one of the prompt configs in `config/prompts`, edit it with your choices of prompt and model (model
+paths in prompt .json files are **relative to `data/`**, e.g. `models/sd/vanilla.safetensors`), and
+off you go.
+Then it's something like (for an 8GB card):
+```sh
+animatediff generate -c 'config/prompts/waifu.json' -W 576 -H 576 -L 128 -C 16
+```
+You may have to drop `-C` down to 8 on cards with less than 8GB VRAM, and you can raise it to 20-24
+on cards with more. 24 is max.
+N.B. generating 128 frames is _**slow...**_
+## RiFE!
+I have added experimental support for [rife-ncnn-vulkan](https://github.com/nihui/rife-ncnn-vulkan)
+using the `animatediff rife interpolate` command. It has fairly self-explanatory help, and it has
+been tested on Linux, but I've **no idea** if it'll work on Windows.
+Either way, you'll need ffmpeg installed on your system and present in PATH, and you'll need to
+download the rife-ncnn-vulkan release for your OS of choice from the GitHub repo (above). Unzip it, and
+place the extracted folder at `data/rife/`. You should have a `data/rife/rife-ncnn-vulkan` executable, or `data\rife\rife-ncnn-vulkan.exe` on Windows.
+You'll also need to reinstall the repo/package with:
+```py
+python -m pip install -e '.[rife]'
+```
+or just install `ffmpeg-python` manually yourself.
+Default is to multiply each frame by 8, turning an 8fps animation into a 64fps one, then encode
+that to a 60fps WebM. (If you pick GIF mode, it'll be 50fps, because GIFs are cursed and encode
+frame durations as 1/100ths of a second).
+Seems to work pretty well...
+## TODO:
+In no particular order:
+- [x] Infinite generation length support
+- [x] RIFE support for motion interpolation (`rife-ncnn-vulkan` isn't the greatest implementation)
+- [x] Export RIFE interpolated frames to a video file (webm, mp4, animated webp, hevc mp4, gif, etc.)
+- [x] Generate infinite length animations on a 6-8GB card (at 512x512 with 8-frame context, but hey it'll do)
+- [x] Torch SDP Attention (makes xformers optional)
+- [x] Support for `clip_skip` in prompt config
+- [x] Experimental support for `torch.compile()` (upstream Diffusers bugs slow this down a little but it's still zippy)
+- [x] Batch your generations with `--repeat`! (e.g. `--repeat 10` will repeat all your prompts 10 times)
+- [x] Call the `animatediff.cli.generate()` function from another Python program without reloading the model every time
+- [x] Drag remaining old Diffusers code up to latest (mostly)
+- [ ] Add a webUI (maybe, there are people wrapping this already so maybe not?)
+- [ ] img2img support (start from an existing image and continue)
+- [ ] Stop using custom modules where possible (should be able to use Diffusers for almost all of it)
+- [ ] Automatic generate-then-interpolate-with-RIFE mode
+## Credits:
+see [guoyww/AnimateDiff](https://github.com/guoyww/AnimateDiff) (very little of this is my work)
+n.b. the copyright notice in `COPYING` is missing the original authors' names, solely because
+the original repo (as of this writing) has no name attached to the license. I have, however,
+used the same license they did (Apache 2.0).

animate/config/.gitignore ADDED Viewed

	@@ -0,0 +1,4 @@

+/*
+!.gitignore
+!/inference/
+!/prompts/

animate/config/GroundingDINO/GroundingDINO_SwinB_cfg.py ADDED Viewed

	@@ -0,0 +1,43 @@

+batch_size = 1
+modelname = "groundingdino"
+backbone = "swin_B_384_22k"
+position_embedding = "sine"
+pe_temperatureH = 20
+pe_temperatureW = 20
+return_interm_indices = [1, 2, 3]
+backbone_freeze_keywords = None
+enc_layers = 6
+dec_layers = 6
+pre_norm = False
+dim_feedforward = 2048
+hidden_dim = 256
+dropout = 0.0
+nheads = 8
+num_queries = 900
+query_dim = 4
+num_patterns = 0
+num_feature_levels = 4
+enc_n_points = 4
+dec_n_points = 4
+two_stage_type = "standard"
+two_stage_bbox_embed_share = False
+two_stage_class_embed_share = False
+transformer_activation = "relu"
+dec_pred_bbox_embed_share = True
+dn_box_noise_scale = 1.0
+dn_label_noise_ratio = 0.5
+dn_label_coef = 1.0
+dn_bbox_coef = 1.0
+embed_init_tgt = True
+dn_labelbook_size = 2000
+max_text_len = 256
+text_encoder_type = "bert-base-uncased"
+use_text_enhancer = True
+use_fusion_layer = True
+use_checkpoint = True
+use_transformer_ckpt = True
+use_text_cross_attention = True
+text_dropout = 0.0
+fusion_dropout = 0.0
+fusion_droppath = 0.1
+sub_sentence_present = True

animate/config/GroundingDINO/GroundingDINO_SwinT_OGC.py ADDED Viewed

	@@ -0,0 +1,43 @@

+batch_size = 1
+modelname = "groundingdino"
+backbone = "swin_T_224_1k"
+position_embedding = "sine"
+pe_temperatureH = 20
+pe_temperatureW = 20
+return_interm_indices = [1, 2, 3]
+backbone_freeze_keywords = None
+enc_layers = 6
+dec_layers = 6
+pre_norm = False
+dim_feedforward = 2048
+hidden_dim = 256
+dropout = 0.0
+nheads = 8
+num_queries = 900
+query_dim = 4
+num_patterns = 0
+num_feature_levels = 4
+enc_n_points = 4
+dec_n_points = 4
+two_stage_type = "standard"
+two_stage_bbox_embed_share = False
+two_stage_class_embed_share = False
+transformer_activation = "relu"
+dec_pred_bbox_embed_share = True
+dn_box_noise_scale = 1.0
+dn_label_noise_ratio = 0.5
+dn_label_coef = 1.0
+dn_bbox_coef = 1.0
+embed_init_tgt = True
+dn_labelbook_size = 2000
+max_text_len = 256
+text_encoder_type = "bert-base-uncased"
+use_text_enhancer = True
+use_fusion_layer = True
+use_checkpoint = True
+use_transformer_ckpt = True
+use_text_cross_attention = True
+text_dropout = 0.0
+fusion_dropout = 0.0
+fusion_droppath = 0.1
+sub_sentence_present = True

animate/config/inference/default.json ADDED Viewed

	@@ -0,0 +1,27 @@

+{
+  "unet_additional_kwargs": {
+    "unet_use_cross_frame_attention": false,
+    "unet_use_temporal_attention": false,
+    "use_motion_module": true,
+    "motion_module_resolutions": [1, 2, 4, 8],
+    "motion_module_mid_block": false,
+    "motion_module_decoder_only": false,
+    "motion_module_type": "Vanilla",
+    "motion_module_kwargs": {
+      "num_attention_heads": 8,
+      "num_transformer_block": 1,
+      "attention_block_types": ["Temporal_Self", "Temporal_Self"],
+      "temporal_position_encoding": true,
+      "temporal_position_encoding_max_len": 24,
+      "temporal_attention_dim_div": 1
+    }
+  },
+  "noise_scheduler_kwargs": {
+    "num_train_timesteps": 1000,
+    "beta_start": 0.00085,
+    "beta_end": 0.012,
+    "beta_schedule": "linear",
+    "steps_offset": 1,
+    "clip_sample": false
+  }
+}

animate/config/inference/motion_sdxl.json ADDED Viewed

	@@ -0,0 +1,23 @@

+{
+  "unet_additional_kwargs": {
+    "unet_use_temporal_attention": false,
+    "use_motion_module": true,
+    "motion_module_resolutions": [1, 2, 4, 8],
+    "motion_module_mid_block": false,
+    "motion_module_type": "Vanilla",
+    "motion_module_kwargs": {
+      "num_attention_heads": 8,
+      "num_transformer_block": 1,
+      "attention_block_types": ["Temporal_Self", "Temporal_Self"],
+      "temporal_position_encoding": true,
+      "temporal_position_encoding_max_len": 32,
+      "temporal_attention_dim_div": 1
+    }
+  },
+  "noise_scheduler_kwargs": {
+    "num_train_timesteps": 1000,
+    "beta_start": 0.00085,
+    "beta_end": 0.020,
+    "beta_schedule": "scaled_linear"
+  }
+}

animate/config/inference/motion_v2.json ADDED Viewed

	@@ -0,0 +1,28 @@

+{
+  "unet_additional_kwargs": {
+    "use_inflated_groupnorm": true,
+    "unet_use_cross_frame_attention": false,
+    "unet_use_temporal_attention": false,
+    "use_motion_module": true,
+    "motion_module_resolutions": [1, 2, 4, 8],
+    "motion_module_mid_block": true,
+    "motion_module_decoder_only": false,
+    "motion_module_type": "Vanilla",
+    "motion_module_kwargs": {
+      "num_attention_heads": 8,
+      "num_transformer_block": 1,
+      "attention_block_types": ["Temporal_Self", "Temporal_Self"],
+      "temporal_position_encoding": true,
+      "temporal_position_encoding_max_len": 32,
+      "temporal_attention_dim_div": 1
+    }
+  },
+  "noise_scheduler_kwargs": {
+    "num_train_timesteps": 1000,
+    "beta_start": 0.00085,
+    "beta_end": 0.012,
+    "beta_schedule": "linear",
+    "steps_offset": 1,
+    "clip_sample": false
+  }
+}

animate/config/inference/sd15-unet.json ADDED Viewed

	@@ -0,0 +1,89 @@

+{
+  "sample_size": 64,
+  "in_channels": 4,
+  "out_channels": 4,
+  "center_input_sample": false,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "down_block_types": [
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "mid_block_type": "UNetMidBlock2DCrossAttn",
+  "up_block_types": [
+    "UpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D"
+  ],
+  "only_cross_attention": false,
+  "block_out_channels": [320, 640, 1280, 1280],
+  "layers_per_block": 2,
+  "downsample_padding": 1,
+  "mid_block_scale_factor": 1,
+  "act_fn": "silu",
+  "norm_num_groups": 32,
+  "norm_eps": 1e-5,
+  "cross_attention_dim": 768,
+  "transformer_layers_per_block": 1,
+  "encoder_hid_dim": null,
+  "encoder_hid_dim_type": null,
+  "attention_head_dim": 8,
+  "num_attention_heads": null,
+  "dual_cross_attention": false,
+  "use_linear_projection": false,
+  "class_embed_type": null,
+  "addition_embed_type": null,
+  "addition_time_embed_dim": null,
+  "num_class_embeds": null,
+  "upcast_attention": false,
+  "resnet_time_scale_shift": "default",
+  "resnet_skip_time_act": false,
+  "resnet_out_scale_factor": 1.0,
+  "time_embedding_type": "positional",
+  "time_embedding_dim": null,
+  "time_embedding_act_fn": null,
+  "timestep_post_act": null,
+  "time_cond_proj_dim": null,
+  "conv_in_kernel": 3,
+  "conv_out_kernel": 3,
+  "projection_class_embeddings_input_dim": null,
+  "class_embeddings_concat": false,
+  "mid_block_only_cross_attention": null,
+  "cross_attention_norm": null,
+  "addition_embed_type_num_heads": 64,
+  "_use_default_values": [
+    "transformer_layers_per_block",
+    "use_linear_projection",
+    "num_class_embeds",
+    "addition_embed_type",
+    "cross_attention_norm",
+    "conv_out_kernel",
+    "encoder_hid_dim_type",
+    "projection_class_embeddings_input_dim",
+    "num_attention_heads",
+    "only_cross_attention",
+    "class_embed_type",
+    "resnet_time_scale_shift",
+    "addition_embed_type_num_heads",
+    "timestep_post_act",
+    "mid_block_type",
+    "mid_block_only_cross_attention",
+    "time_embedding_type",
+    "addition_time_embed_dim",
+    "time_embedding_dim",
+    "encoder_hid_dim",
+    "resnet_skip_time_act",
+    "conv_in_kernel",
+    "upcast_attention",
+    "dual_cross_attention",
+    "resnet_out_scale_factor",
+    "time_cond_proj_dim",
+    "class_embeddings_concat",
+    "time_embedding_act_fn"
+  ],
+  "_class_name": "UNet2DConditionModel",
+  "_diffusers_version": "0.6.0"
+}

animate/config/inference/sd15-unet3d.json ADDED Viewed

	@@ -0,0 +1,64 @@

+{
+  "sample_size": 64,
+  "in_channels": 4,
+  "out_channels": 4,
+  "center_input_sample": false,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "down_block_types": [
+    "CrossAttnDownBlock3D",
+    "CrossAttnDownBlock3D",
+    "CrossAttnDownBlock3D",
+    "DownBlock3D"
+  ],
+  "mid_block_type": "UNetMidBlock3DCrossAttn",
+  "up_block_types": [
+    "UpBlock3D",
+    "CrossAttnUpBlock3D",
+    "CrossAttnUpBlock3D",
+    "CrossAttnUpBlock3D"
+  ],
+  "only_cross_attention": false,
+  "block_out_channels": [320, 640, 1280, 1280],
+  "layers_per_block": 2,
+  "downsample_padding": 1,
+  "mid_block_scale_factor": 1,
+  "act_fn": "silu",
+  "norm_num_groups": 32,
+  "norm_eps": 1e-5,
+  "cross_attention_dim": 768,
+  "attention_head_dim": 8,
+  "dual_cross_attention": false,
+  "use_linear_projection": false,
+  "class_embed_type": null,
+  "num_class_embeds": null,
+  "upcast_attention": false,
+  "resnet_time_scale_shift": "default",
+  "use_motion_module": true,
+  "motion_module_resolutions": [1, 2, 4, 8],
+  "motion_module_mid_block": false,
+  "motion_module_decoder_only": false,
+  "motion_module_type": "Vanilla",
+  "motion_module_kwargs": {
+    "num_attention_heads": 8,
+    "num_transformer_block": 1,
+    "attention_block_types": ["Temporal_Self", "Temporal_Self"],
+    "temporal_position_encoding": true,
+    "temporal_position_encoding_max_len": 24,
+    "temporal_attention_dim_div": 1
+  },
+  "unet_use_cross_frame_attention": false,
+  "unet_use_temporal_attention": false,
+  "_use_default_values": [
+    "use_linear_projection",
+    "mid_block_type",
+    "upcast_attention",
+    "dual_cross_attention",
+    "num_class_embeds",
+    "only_cross_attention",
+    "class_embed_type",
+    "resnet_time_scale_shift"
+  ],
+  "_class_name": "UNet3DConditionModel",
+  "_diffusers_version": "0.6.0"
+}

animate/config/prompts/.gitignore ADDED Viewed

	@@ -0,0 +1,2 @@


1	+ *
2	+ !.gitignore

animate/config/prompts/01-ToonYou.json ADDED Viewed

	@@ -0,0 +1,24 @@

+{
+  "name": "ToonYou",
+  "base": "",
+  "path": "models/sd/toonyou_beta3.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15.ckpt",
+  "compile": false,
+  "seed": [
+    10788741199826055000, 6520604954829637000, 6519455744612556000,
+    16372571278361864000
+  ],
+  "scheduler": "k_dpmpp",
+  "steps": 30,
+  "guidance_scale": 8.5,
+  "clip_skip": 2,
+  "prompt": [
+    "1girl, solo, best quality, masterpiece, looking at viewer, purple hair, orange hair, gradient hair, blurry background, upper body, dress, flower print, spaghetti strap, bare shoulders",
+    "1girl, solo, masterpiece, best quality, cherry blossoms, hanami, pink flower, white flower, spring season, wisteria, petals, flower, plum blossoms, outdoors, falling petals, white hair, black eyes,",
+    "1girl, solo, best quality, masterpiece, looking at viewer, purple hair, orange hair, gradient hair, blurry background, upper body, dress, flower print, spaghetti strap, bare shoulders",
+    "1girl, solo, best quality, masterpiece, cloudy sky, dandelion, contrapposto, alternate hairstyle"
+  ],
+  "n_prompt": [
+    "worst quality, low quality, cropped, lowres, text, jpeg artifacts, multiple view"
+  ]
+}

animate/config/prompts/02-Lyriel.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+  "name": "Lyriel",
+  "base": "",
+  "path": "models/sd/lyriel_v16.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15.ckpt",
+  "seed": [
+    10917152860782582000, 6399018107401806000, 15875751942533906000,
+    6653196880059937000
+  ],
+  "scheduler": "k_dpmpp",
+  "steps": 25,
+  "guidance_scale": 7.5,
+  "prompt": [
+    "dark shot, epic realistic, portrait of halo, sunglasses, blue eyes, tartan scarf, white hair by atey ghailan, by greg rutkowski, by greg tocchini, by james gilleard, by joe fenton, by kaethe butcher, gradient yellow, black, brown and magenta color scheme, grunge aesthetic!!! graffiti tag wall background, art by greg rutkowski and artgerm, soft cinematic light, adobe lightroom, photolab, hdr, intricate, highly detailed, depth of field, faded, neutral colors, hdr, muted colors, hyperdetailed, artstation, cinematic, warm lights, dramatic light, intricate details, complex background, rutkowski, teal and orange",
+    "A forbidden castle high up in the mountains, pixel art, intricate details2, hdr, intricate details, hyperdetailed5, natural skin texture, hyperrealism, soft light, sharp, game art, key visual, surreal",
+    "dark theme, medieval portrait of a man sharp features, grim, cold stare, dark colors, Volumetric lighting, baroque oil painting by Greg Rutkowski, Artgerm, WLOP, Alphonse Mucha dynamic lighting hyperdetailed intricately detailed, hdr, muted colors, complex background, hyperrealism, hyperdetailed, amandine van ray",
+    "As I have gone alone in there and with my treasures bold, I can keep my secret where and hint of riches new and old. Begin it where warm waters halt and take it in a canyon down, not far but too far to walk, put in below the home of brown."
+  ],
+  "n_prompt": [
+    "3d, cartoon, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, young, loli, elf, 3d, illustration",
+    "3d, cartoon, anime, sketches, worst quality, low quality, normal quality, lowres, normal quality, monochrome, grayscale, skin spots, acnes, skin blemishes, bad anatomy, girl, loli, young, large breasts, red eyes, muscular",
+    "dof, grayscale, black and white, bw, 3d, cartoon, anime, sketches, worst quality, low quality, normal quality, lowres, normal quality, monochrome, grayscale, skin spots, acnes, skin blemishes, bad anatomy, girl, loli, young, large breasts, red eyes, muscular,badhandsv5-neg, By bad artist -neg 1, monochrome",
+    "holding an item, cowboy, hat, cartoon, 3d, disfigured, bad art, deformed,extra limbs,close up,b&w, wierd colors, blurry, duplicate, morbid, mutilated, [out of frame], extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, ugly, blurry, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, out of frame, ugly, extra limbs, bad anatomy, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, mutated hands, fused fingers, too many fingers, long neck, Photoshop, video game, ugly, tiling, poorly drawn hands, poorly drawn feet, poorly drawn face, out of frame, mutation, mutated, extra limbs, extra legs, extra arms, disfigured, deformed, cross-eye, body out of frame, blurry, bad art, bad anatomy, 3d render"
+  ]
+}

animate/config/prompts/03-RcnzCartoon.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+  "name": "RcnzCartoon",
+  "base": "",
+  "path": "models/sd/rcnzCartoon3d_v10.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15.ckpt",
+  "seed": [
+    16931037867122268000, 2094308009433392000, 4292543217695451000,
+    15572665120852310000
+  ],
+  "scheduler": "k_dpmpp",
+  "steps": 25,
+  "guidance_scale": 7.5,
+  "prompt": [
+    "Jane Eyre with headphones, natural skin texture,4mm,k textures, soft cinematic light, adobe lightroom, photolab, hdr, intricate, elegant, highly detailed, sharp focus, cinematic look, soothing tones, insane details, intricate details, hyperdetailed, low contrast, soft cinematic light, dim colors, exposure blend, hdr, faded",
+    "close up Portrait photo of muscular bearded guy in a worn mech suit, light bokeh, intricate, steel metal [rust], elegant, sharp focus, photo by greg rutkowski, soft lighting, vibrant colors, masterpiece, streets, detailed face",
+    "absurdres, photorealistic, masterpiece, a 30 year old man with gold framed, aviator reading glasses and a black hooded jacket and a beard, professional photo, a character portrait, altermodern, detailed eyes, detailed lips, detailed face, grey eyes",
+    "a golden labrador, warm vibrant colours, natural lighting, dappled lighting, diffused lighting, absurdres, highres,k, uhd, hdr, rtx, unreal, octane render, RAW photo, photorealistic, global illumination, subsurface scattering"
+  ],
+  "n_prompt": [
+    "deformed, distorted, disfigured, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, mutated hands and fingers, disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
+    "nude, cross eyed, tongue, open mouth, inside, 3d, cartoon, anime, sketches, worst quality, low quality, normal quality, lowres, normal quality, monochrome, grayscale, skin spots, acnes, skin blemishes, bad anatomy, red eyes, muscular",
+    "easynegative, cartoon, anime, sketches, necklace, earrings worst quality, low quality, normal quality, bad anatomy, bad hands, shiny skin, error, missing fingers, extra digit, fewer digits, jpeg artifacts, signature, watermark, username, blurry, chubby, anorectic, bad eyes, old, wrinkled skin, red skin, photograph By bad artist -neg, big eyes, muscular face,",
+    "beard, EasyNegative, lowres, chromatic aberration, depth of field, motion blur, blurry, bokeh, bad quality, worst quality, multiple arms, badhand"
+  ]
+}

animate/config/prompts/04-MajicMix.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+  "name": "MajicMix",
+  "base": "",
+  "path": "models/sd/majicmixRealistic_v5Preview.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15.ckpt",
+  "seed": [
+    1572448948722921000, 1099474677988590700, 6488833139725636000,
+    18339859844376519000
+  ],
+  "scheduler": "k_dpmpp",
+  "steps": 25,
+  "guidance_scale": 7.5,
+  "prompt": [
+    "1girl, offshoulder, light smile, shiny skin best quality, masterpiece, photorealistic",
+    "best quality, masterpiece, photorealistic, 1boy, 50 years old beard, dramatic lighting",
+    "best quality, masterpiece, photorealistic, 1girl, light smile, shirt with collars, waist up, dramatic lighting, from below",
+    "male, man, beard, bodybuilder, skinhead,cold face, tough guy, cowboyshot, tattoo, french windows, luxury hotel masterpiece, best quality, photorealistic"
+  ],
+  "n_prompt": [
+    "ng_deepnegative_v1_75t, badhandv4, worst quality, low quality, normal quality, lowres, bad anatomy, bad hands, watermark, moles",
+    "nsfw, ng_deepnegative_v1_75t,badhandv4, worst quality, low quality, normal quality, lowres,watermark, monochrome",
+    "nsfw, ng_deepnegative_v1_75t,badhandv4, worst quality, low quality, normal quality, lowres,watermark, monochrome",
+    "nude, nsfw, ng_deepnegative_v1_75t, badhandv4, worst quality, low quality, normal quality, lowres, bad anatomy, bad hands, monochrome, grayscale watermark, moles, people"
+  ]
+}

animate/config/prompts/05-RealisticVision.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+  "name": "RealisticVision",
+  "base": "",
+  "path": "models/sd/realisticVisionV20_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15.ckpt",
+  "seed": [
+    5658137986800322000, 12099779162349365000, 10499524853910854000,
+    16768009035333712000
+  ],
+  "scheduler": "k_dpmpp",
+  "steps": 25,
+  "guidance_scale": 7.5,
+  "prompt": [
+    "b&w photo of 42 y.o man in black clothes, bald, face, half body, body, high detailed skin, skin pores, coastline, overcast weather, wind, waves, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3",
+    "close up photo of a rabbit, forest, haze, halation, bloom, dramatic atmosphere, centred, rule of thirds, 200mm 1.4f macro shot",
+    "photo of coastline, rocks, storm weather, wind, waves, lightning, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3",
+    "night, b&w photo of old house, post apocalypse, forest, storm weather, wind, rocks, 8k uhd, dslr, soft lighting, high quality, film grain"
+  ],
+  "n_prompt": [
+    "semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck",
+    "semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck",
+    "blur, haze, deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers, deformed, distorted, disfigured, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation",
+    "blur, haze, deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, art, mutated hands and fingers, deformed, distorted, disfigured, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation"
+  ]
+}

animate/config/prompts/06-Tusun.json ADDED Viewed

	@@ -0,0 +1,23 @@

+{
+  "name": "Tusun",
+  "base": "models/sd/moonfilm_reality20.safetensors",
+  "path": "models/sd/TUSUN.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15.ckpt",
+  "seed": [
+    10154078483724687000, 2664393535095473700, 4231566096207623000,
+    1713349740448094500
+  ],
+  "scheduler": "k_dpmpp",
+  "steps": 25,
+  "guidance_scale": 7.5,
+  "lora_alpha": 0.6,
+  "prompt": [
+    "tusuncub with its mouth open, blurry, open mouth, fangs, photo background, looking at viewer, tongue, full body, solo, cute and lovely, Beautiful and realistic eye details, perfect anatomy, Nonsense, pure background, Centered-Shot, realistic photo, photograph, 4k, hyper detailed, DSLR, 24 Megapixels, 8mm Lens, Full Frame, film grain, Global Illumination, studio Lighting, Award Winning Photography, diffuse reflection, ray tracing",
+    "cute tusun with a blurry background, black background, simple background, signature, face, solo, cute and lovely, Beautiful and realistic eye details, perfect anatomy, Nonsense, pure background, Centered-Shot, realistic photo, photograph, 4k, hyper detailed, DSLR, 24 Megapixels, 8mm Lens, Full Frame, film grain, Global Illumination, studio Lighting, Award Winning Photography, diffuse reflection, ray tracing",
+    "cut tusuncub walking in the snow, blurry, looking at viewer, depth of field, blurry background, full body, solo, cute and lovely, Beautiful and realistic eye details, perfect anatomy, Nonsense, pure background, Centered-Shot, realistic photo, photograph, 4k, hyper detailed, DSLR, 24 Megapixels, 8mm Lens, Full Frame, film grain, Global Illumination, studio Lighting, Award Winning Photography, diffuse reflection, ray tracing",
+    "character design, cyberpunk tusun kitten wearing astronaut suit, sci-fic, realistic eye color and details, fluffy, big head, science fiction, communist ideology, Cyborg, fantasy, intense angle, soft lighting, photograph, 4k, hyper detailed, portrait wallpaper, realistic, photo-realistic, DSLR, 24 Megapixels, Full Frame, vibrant details, octane render, finely detail, best quality, incredibly absurdres, robotic parts, rim light, vibrant details, luxurious cyberpunk, hyperrealistic, cable electric wires, microchip, full body"
+  ],
+  "n_prompt": [
+    "worst quality, low quality, deformed, distorted, disfigured, bad eyes, bad anatomy, disconnected limbs, wrong body proportions, low quality, worst quality, text, watermark, signatre, logo, illustration, painting, cartoons, ugly, easy_negative"
+  ]
+}

animate/config/prompts/07-FilmVelvia.json ADDED Viewed

	@@ -0,0 +1,26 @@

+{
+  "name": "FilmVelvia",
+  "base": "models/sd/majicmixRealistic_v4.safetensors",
+  "path": "models/sd/FilmVelvia2.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15.ckpt",
+  "seed": [
+    358675358833372800, 3519455280971924000, 11684545350557985000,
+    8696855302100400000
+  ],
+  "scheduler": "k_dpmpp",
+  "steps": 25,
+  "guidance_scale": 7.5,
+  "lora_alpha": 0.6,
+  "prompt": [
+    "a woman standing on the side of a road at night,girl, long hair, motor vehicle, car, looking at viewer, ground vehicle, night, hands in pockets, blurry background, coat, black hair, parted lips, bokeh, jacket, brown hair, outdoors, red lips, upper body, artist name",
+    ", dark shot,0mm, portrait quality of a arab man worker,boy, wasteland that stands out vividly against the background of the desert, barren landscape, closeup, moles skin, soft light, sharp, exposure blend, medium shot, bokeh, hdr, high contrast, cinematic, teal and orange5, muted colors, dim colors, soothing tones, low saturation, hyperdetailed, noir",
+    "fashion photography portrait of 1girl, offshoulder, fluffy short hair, soft light, rim light, beautiful shadow, low key, photorealistic, raw photo, natural skin texture, realistic eye and face details, hyperrealism, ultra high res, 4K, Best quality, masterpiece, necklace, cleavage, in the dark",
+    "In this lighthearted portrait, a woman is dressed as a fierce warrior, armed with an arsenal of paintbrushes and palette knives. Her war paint is composed of thick, vibrant strokes of color, and her armor is made of paint tubes and paint-splattered canvases. She stands victoriously atop a mountain of conquered blank canvases, with a beautiful, colorful landscape behind her, symbolizing the power of art and creativity. bust Portrait, close-up, Bright and transparent scene lighting, "
+  ],
+  "n_prompt": [
+    "cartoon, anime, sketches,worst quality, low quality, deformed, distorted, disfigured, bad eyes, wrong lips, weird mouth, bad teeth, mutated hands and fingers, bad anatomy, wrong anatomy, amputation, extra limb, missing limb, floating limbs, disconnected limbs, mutation, ugly, disgusting, bad_pictures, negative_hand-neg",
+    "cartoon, anime, sketches,worst quality, low quality, deformed, distorted, disfigured, bad eyes, wrong lips, weird mouth, bad teeth, mutated hands and fingers, bad anatomy, wrong anatomy, amputation, extra limb, missing limb, floating limbs, disconnected limbs, mutation, ugly, disgusting, bad_pictures, negative_hand-neg",
+    "wrong white balance, dark, cartoon, anime, sketches,worst quality, low quality, deformed, distorted, disfigured, bad eyes, wrong lips, weird mouth, bad teeth, mutated hands and fingers, bad anatomy, wrong anatomy, amputation, extra limb, missing limb, floating limbs, disconnected limbs, mutation, ugly, disgusting, bad_pictures, negative_hand-neg",
+    "wrong white balance, dark, cartoon, anime, sketches,worst quality, low quality, deformed, distorted, disfigured, bad eyes, wrong lips, weird mouth, bad teeth, mutated hands and fingers, bad anatomy, wrong anatomy, amputation, extra limb, missing limb, floating limbs, disconnected limbs, mutation, ugly, disgusting, bad_pictures, negative_hand-neg"
+  ]
+}

animate/config/prompts/08-GhibliBackground.json ADDED Viewed

	@@ -0,0 +1,23 @@

+{
+  "name": "GhibliBackground",
+  "base": "models/sd/CounterfeitV30_25.safetensors",
+  "path": "models/sd/lora_Ghibli_n3.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15.ckpt",
+  "seed": [
+    8775748474469046000, 5893874876080607000, 11911465742147697000,
+    12437784838692000000
+  ],
+  "scheduler": "k_dpmpp",
+  "steps": 25,
+  "guidance_scale": 7.5,
+  "lora_alpha": 1,
+  "prompt": [
+    "best quality,single build,architecture, blue_sky, building,cloudy_sky, day, fantasy, fence, field, house, build,architecture,landscape, moss, outdoors, overgrown, path, river, road, rock, scenery, sky, sword, tower, tree, waterfall",
+    "black_border, building, city, day, fantasy, ice, landscape, letterboxed, mountain, ocean, outdoors, planet, scenery, ship, snow, snowing, water, watercraft, waterfall, winter",
+    ",mysterious sea area, fantasy,build,concept",
+    "Tomb Raider,Scenography,Old building"
+  ],
+  "n_prompt": [
+    "easynegative,bad_construction,bad_structure,bad_wail,bad_windows,blurry,cloned_window,cropped,deformed,disfigured,error,extra_windows,extra_chimney,extra_door,extra_structure,extra_frame,fewer_digits,fused_structure,gross_proportions,jpeg_artifacts,long_roof,low_quality,structure_limbs,missing_windows,missing_doors,missing_roofs,mutated_structure,mutation,normal_quality,out_of_frame,owres,poorly_drawn_structure,poorly_drawn_house,signature,text,too_many_windows,ugly,username,uta,watermark,worst_quality"
+  ]
+}

animate/config/prompts/concat_2horizontal.bat ADDED Viewed

	@@ -0,0 +1 @@


1	+ ffmpeg -i %1 -i %2 -filter_complex "[0:v][1:v]hstack=inputs=2[v]" -map "[v]" -crf 15 2horizontal.mp4

animate/config/prompts/copy_png.bat ADDED Viewed

	@@ -0,0 +1,11 @@

+setlocal enableDelayedExpansion
+FOR /l %%N in (1,1,%~n1) do (
+    set "n=00000%%N"
+    set "TEST=!n:~-5!
+    echo !TEST!
+    copy /y %1 !TEST!.png
+)
+ren %1 00000.png

animate/config/prompts/ignore_tokens.txt ADDED Viewed

	@@ -0,0 +1,4 @@

+motion_blur
+blurry
+realistic
+depth_of_field

animate/config/prompts/img2img_sample.json ADDED Viewed

	@@ -0,0 +1,272 @@

+{
+  "name": "sample",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15_v2.ckpt",
+  "compile": false,
+  "seed": [
+    12345
+  ],
+  "scheduler": "k_dpmpp_sde",
+  "steps": 20,
+  "guidance_scale": 10,
+  "unet_batch_size": 1,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 0.5,
+  "head_prompt": "(style of studio ghibli:1.2), (masterpiece, best quality)",
+  "prompt_map": {
+    "0":  "forest, water, river, outdoors,"
+  },
+  "tail_prompt": "",
+  "n_prompt": [
+    "(worst quality:2), (bad quality:2), (normal quality:2), lowers, bad anatomy, bad hands, (multiple views),"
+  ],
+  "lora_map": {
+      "share/models/Lora/Ghibli_v6.safetensors": 1.0
+  },
+  "motion_lora_map": {
+  },
+  "ip_adapter_map": {
+      "enable": false,
+      "input_image_dir": "",
+      "prompt_fixed_ratio": 0.5,
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_plus_face": false,
+      "is_plus": true,
+      "is_light": false
+  },
+  "img2img_map":{
+    "enable": true,
+    "init_img_dir" : "init_imgs/sample0",
+    "save_init_image": true,
+    "denoising_strength" : 0.85
+  },
+  "controlnet_map": {
+    "input_image_dir" : "",
+    "max_samples_on_vram": 0,
+    "max_models_on_vram" : 1,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": true,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v1": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v2": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mediapipe_face": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "ref_image": "ref_image/ref_sample.png",
+      "attention_auto_machine_weight": 0.3,
+      "gn_auto_machine_weight": 0.3,
+      "style_fidelity": 0.5,
+      "reference_attn": true,
+      "reference_adain": false,
+      "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": false,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "format" : "mp4",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}

animate/config/prompts/inpaint_sample.json ADDED Viewed

	@@ -0,0 +1,299 @@

+{
+  "name": "sample",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15_v2.ckpt",
+  "compile": false,
+  "seed": [
+    12345
+  ],
+  "scheduler": "k_dpmpp_sde",
+  "steps": 20,
+  "guidance_scale": 10,
+  "unet_batch_size": 1,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 0.5,
+  "head_prompt": "(style of studio ghibli:1.2), (masterpiece, best quality)",
+  "prompt_map": {
+    "0":  "cyberpunk,robot cat, robot"
+  },
+  "tail_prompt": "",
+  "n_prompt": [
+    "(worst quality:2), (bad quality:2), (normal quality:2), lowers, bad anatomy, bad hands, (multiple views),"
+  ],
+  "lora_map": {
+      "share/models/Lora/Ghibli_v6.safetensors": 1.0
+  },
+  "motion_lora_map": {
+  },
+  "ip_adapter_map": {
+      "enable": true,
+      "input_image_dir": "ip_adapter_image/cyberpunk",
+      "prompt_fixed_ratio": 0.5,
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_plus_face": false,
+      "is_plus": true,
+      "is_light": false
+  },
+  "img2img_map":{
+    "enable": true,
+    "init_img_dir" : "init_imgs/sample1",
+    "save_init_image": true,
+    "denoising_strength" : 0.85
+  },
+  "region_map" : {
+    "0":{
+      "enable": true,
+      "mask_dir" : "mask/sample1",
+      "save_mask": true,
+      "is_init_img" : true,
+      "condition":{
+        "prompt_fixed_ratio": 0.5,
+        "head_prompt": "(masterpiece, best quality)",
+        "prompt_map": {
+          "0": "cyberpunk,robot cat, robot"
+        },
+        "tail_prompt": "",
+        "ip_adapter_map": {
+          "enable": true,
+          "input_image_dir": "ip_adapter_image/cyberpunk",
+          "prompt_fixed_ratio": 0.5,
+          "save_input_image": true,
+          "resized_to_square": false
+        }
+      }
+    },
+    "background":{
+      "is_init_img" : false,
+      "hint" : "background's condition refers to the one in root"
+    }
+  },
+  "controlnet_map": {
+    "input_image_dir" : "controlnet_image/cat",
+    "max_samples_on_vram": 0,
+    "max_models_on_vram" : 1,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": true,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale":0.5,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 0.25,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v1": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v2": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mediapipe_face": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "ref_image": "ref_image/ref_sample.png",
+      "attention_auto_machine_weight": 0.3,
+      "gn_auto_machine_weight": 0.3,
+      "style_fidelity": 0.5,
+      "reference_attn": true,
+      "reference_adain": false,
+      "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": false,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "format" : "mp4",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}

animate/config/prompts/prompt_travel.json ADDED Viewed

	@@ -0,0 +1,322 @@

+{
+  "name": "sample",
+  "path": "chilloutMix-Ni.safetensors",
+  "motion_module": "AnimateLCM_sd15_t2v.ckpt",
+  "context_schedule" : "composite",
+  "lcm_map":{
+    "enable":true,
+    "start_scale":0.15,
+    "end_scale":0.75,
+    "gradient_start":0.2,
+    "gradient_end":0.75
+  },
+  "gradual_latent_hires_fix_map":{
+    "enable": false,
+    "scale": {
+      "0": 0.5,
+      "0.7": 1.0
+    },
+    "reverse_steps": 5,
+    "noise_add_count":3
+  },
+  "compile": false,
+  "seed": [
+     0
+  ],
+  "scheduler": "lcm",
+  "steps": 8,
+  "guidance_scale": 3,
+  "unet_batch_size": 1,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 0.8,
+  "head_prompt": "A full body gorgeous smiling slim young cleavage robust boob japanese girl, wearing white deep V bandeau pantie, two hands with five fingers, lying on back on white bed, two arms, front view",
+  "prompt_map": {
+    "0":   "air kiss",
+    "32":  "spread arms",
+    "64":  "cross arms",
+    "96":  "hand heart on chest",
+    "128": "hand heart on abdomen",
+    "160": "armpit",
+    "192": "waving hands, open palms",
+    "224": "one hand on hip",
+    "256": "both hands on hip",
+    "288": "twerking",
+    "320": "hula",
+    "352": "belly dance",
+    "384": "lap dance",
+    "416": "high kicks",
+    "448": "spread legs"
+  },
+  "tail_prompt": "best quality, extremely detailed, HD, ultra-realistic, 8K, HQ, masterpiece, trending on artstation, art, smooth",
+  "n_prompt": [
+    "nipple, dudou, shirt, skirt, glove, headgear, shawl, hat, sock, sleeve, monochrome, longbody, lowres, bad anatomy, bad hands, fused fingers, missing fingers, too many fingers, extra digit, fewer digits, cropped, worst quality, low quality, deformed body, bloated, ugly, unrealistic, extra hands and arms"
+  ],
+  "lora_map": {},
+  "motion_lora_map": {},
+  "ip_adapter_map": {
+      "enable": false,
+      "input_image_dir": "ip_adapter_image/test",
+      "prompt_fixed_ratio": 0.5,
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_full_face": false,
+      "is_plus_face": false,
+      "is_plus": true,
+      "is_light": false
+  },
+  "controlnet_map": {
+    "input_image_dir" : "",
+    "max_samples_on_vram": 0,
+    "max_models_on_vram" : 0,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": false,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "qr_code_monster_v1": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "qr_code_monster_v2": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_mediapipe_face": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "animatediff_controlnet": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1],
+      "control_region_list":[]
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "ref_image": "ref_image/ref_sample.png",
+      "attention_auto_machine_weight": 0.3,
+      "gn_auto_machine_weight": 0.3,
+      "style_fidelity": 0.5,
+      "reference_attn": true,
+      "reference_adain": false,
+      "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": false,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "format" : "mp4",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}

animate/config/prompts/prompt_travel_multi_controlnet.json ADDED Viewed

	@@ -0,0 +1,238 @@

+{
+  "name": "sample",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v14.ckpt",
+  "compile": false,
+  "seed": [
+    341774366206100
+  ],
+  "scheduler": "k_dpmpp_sde",
+  "steps": 20,
+  "guidance_scale": 10,
+  "clip_skip": 2,
+  "head_prompt": "masterpiece, best quality, a beautiful and detailed portriat of muffet, monster girl,((purple body:1.3)),humanoid, arachnid, anthro,((fangs)),pigtails,hair bows,5 eyes,spider girl,6 arms,solo",
+  "prompt_map": {
+    "0":  "smile standing,((spider webs:1.0))",
+    "32":  "(((walking))),((spider webs:1.0))",
+    "64":  "(((running))),((spider webs:2.0)),wide angle lens, fish eye effect",
+    "96":  "(((sitting))),((spider webs:1.0))"
+  },
+  "tail_prompt": "clothed, open mouth, awesome and detailed background, holding teapot, holding teacup, 6 hands,detailed hands,storefront that sells pastries and tea,bloomers,(red and black clothing),inside,pouring into teacup,muffetwear",
+  "n_prompt": [
+    "(worst quality, low quality:1.4),nudity,simple background,border,mouth closed,text, patreon,bed,bedroom,white background,((monochrome)),sketch,(pink body:1.4),7 arms,8 arms,4 arms"
+  ],
+  "lora_map": {
+    "share/Lora/muffet_v2.safetensors" : 1.0,
+    "share/Lora/add_detail.safetensors" : 1.0
+  },
+  "ip_adapter_map": {
+      "enable": true,
+      "input_image_dir": "ip_adapter_image/test",
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_plus_face": true,
+      "is_plus": true
+  },
+  "controlnet_map": {
+    "input_image_dir" : "controlnet_image/test",
+    "max_samples_on_vram": 200,
+    "max_models_on_vram" : 3,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": true,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+        "enable": false,
+        "ref_image": "ref_image/ref_sample.png",
+        "attention_auto_machine_weight": 0.3,
+        "gn_auto_machine_weight": 0.3,
+        "style_fidelity": 0.5,
+        "reference_attn": true,
+        "reference_adain": false,
+        "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": true,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": true,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "preview_steps": [10],
+    "format" : "gif",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}

animate/config/prompts/region_sample.json ADDED Viewed

	@@ -0,0 +1,299 @@

+{
+  "name": "sample",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15_v2.ckpt",
+  "compile": false,
+  "seed": [
+    12345
+  ],
+  "scheduler": "k_dpmpp_sde",
+  "steps": 20,
+  "guidance_scale": 10,
+  "unet_batch_size": 1,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 0.5,
+  "head_prompt": "(style of studio ghibli:1.2), (masterpiece, best quality)",
+  "prompt_map": {
+    "0":  "forest, cute orange cat, outdoors,"
+  },
+  "tail_prompt": "",
+  "n_prompt": [
+    "(worst quality:2), (bad quality:2), (normal quality:2), lowers, bad anatomy, bad hands, (multiple views),"
+  ],
+  "lora_map": {
+      "share/models/Lora/Ghibli_v6.safetensors": 1.0
+  },
+  "motion_lora_map": {
+  },
+  "ip_adapter_map": {
+      "enable": true,
+      "input_image_dir": "ip_adapter_image/cat",
+      "prompt_fixed_ratio": 0.5,
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_plus_face": false,
+      "is_plus": true,
+      "is_light": false
+  },
+  "img2img_map":{
+    "enable": true,
+    "init_img_dir" : "init_imgs/sample1",
+    "save_init_image": true,
+    "denoising_strength" : 0.7
+  },
+  "region_map" : {
+    "0":{
+      "enable": true,
+      "mask_dir" : "mask/sample0",
+      "save_mask": true,
+      "is_init_img" : false,
+      "condition":{
+        "prompt_fixed_ratio": 0.5,
+        "head_prompt": "(style of studio ghibli:1.2), (masterpiece, best quality)",
+        "prompt_map": {
+          "0": "house, cute dog, rain, street, outdoors"
+        },
+        "tail_prompt": "",
+        "ip_adapter_map": {
+          "enable": true,
+          "input_image_dir": "ip_adapter_image/cyberpunk",
+          "prompt_fixed_ratio": 0.5,
+          "save_input_image": true,
+          "resized_to_square": false
+        }
+      }
+    },
+    "background":{
+      "is_init_img" : false,
+      "hint" : "background's condition refers to the one in root"
+    }
+  },
+  "controlnet_map": {
+    "input_image_dir" : "",
+    "max_samples_on_vram": 0,
+    "max_models_on_vram" : 1,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": true,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v1": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v2": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mediapipe_face": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "ref_image": "ref_image/ref_sample.png",
+      "attention_auto_machine_weight": 0.3,
+      "gn_auto_machine_weight": 0.3,
+      "style_fidelity": 0.5,
+      "reference_attn": true,
+      "reference_adain": false,
+      "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": false,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "format" : "mp4",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}

animate/config/prompts/region_sample2.json ADDED Viewed

	@@ -0,0 +1,299 @@

+{
+  "name": "sample",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15_v2.ckpt",
+  "compile": false,
+  "seed": [
+    12345
+  ],
+  "scheduler": "k_dpmpp_sde",
+  "steps": 20,
+  "guidance_scale": 10,
+  "unet_batch_size": 1,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 0.5,
+  "head_prompt": "(style of studio ghibli:1.2), (masterpiece, best quality)",
+  "prompt_map": {
+    "0":  "forest, outdoors,"
+  },
+  "tail_prompt": "",
+  "n_prompt": [
+    "(worst quality:2), (bad quality:2), (normal quality:2), lowers, bad anatomy, bad hands, (multiple views),"
+  ],
+  "lora_map": {
+      "share/models/Lora/Ghibli_v6.safetensors": 1.0
+  },
+  "motion_lora_map": {
+  },
+  "ip_adapter_map": {
+      "enable": true,
+      "input_image_dir": "ip_adapter_image/cat",
+      "prompt_fixed_ratio": 0.5,
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_plus_face": false,
+      "is_plus": true,
+      "is_light": false
+  },
+  "img2img_map":{
+    "enable": true,
+    "init_img_dir" : "init_imgs/sample1",
+    "save_init_image": true,
+    "denoising_strength" : 0.7
+  },
+  "region_map" : {
+    "0":{
+      "enable": true,
+      "mask_dir" : "mask/sample1",
+      "save_mask": true,
+      "is_init_img" : false,
+      "condition":{
+        "prompt_fixed_ratio": 0.5,
+        "head_prompt": "(masterpiece, best quality)",
+        "prompt_map": {
+          "0": "cyberpunk,robot cat, robot"
+        },
+        "tail_prompt": "",
+        "ip_adapter_map": {
+          "enable": true,
+          "input_image_dir": "ip_adapter_image/cyberpunk",
+          "prompt_fixed_ratio": 0.5,
+          "save_input_image": true,
+          "resized_to_square": false
+        }
+      }
+    },
+    "background":{
+      "is_init_img" : false,
+      "hint" : "background's condition refers to the one in root"
+    }
+  },
+  "controlnet_map": {
+    "input_image_dir" : "",
+    "max_samples_on_vram": 0,
+    "max_models_on_vram" : 1,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": true,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v1": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v2": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mediapipe_face": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "ref_image": "ref_image/ref_sample.png",
+      "attention_auto_machine_weight": 0.3,
+      "gn_auto_machine_weight": 0.3,
+      "style_fidelity": 0.5,
+      "reference_attn": true,
+      "reference_adain": false,
+      "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": false,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "format" : "mp4",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}

animate/config/prompts/region_sample3.json ADDED Viewed

	@@ -0,0 +1,299 @@

+{
+  "name": "sample",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15_v2.ckpt",
+  "compile": false,
+  "seed": [
+    12345
+  ],
+  "scheduler": "k_dpmpp_sde",
+  "steps": 20,
+  "guidance_scale": 10,
+  "unet_batch_size": 1,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 0.5,
+  "head_prompt": "(style of studio ghibli:1.2), (masterpiece, best quality)",
+  "prompt_map": {
+    "0":  "forest, outdoors,"
+  },
+  "tail_prompt": "",
+  "n_prompt": [
+    "(worst quality:2), (bad quality:2), (normal quality:2), lowers, bad anatomy, bad hands, (multiple views),"
+  ],
+  "lora_map": {
+      "share/models/Lora/Ghibli_v6.safetensors": 1.0
+  },
+  "motion_lora_map": {
+  },
+  "ip_adapter_map": {
+      "enable": true,
+      "input_image_dir": "ip_adapter_image/cat",
+      "prompt_fixed_ratio": 0.5,
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_plus_face": false,
+      "is_plus": true,
+      "is_light": false
+  },
+  "img2img_map":{
+    "enable": true,
+    "init_img_dir" : "init_imgs/sample1",
+    "save_init_image": true,
+    "denoising_strength" : 0.85
+  },
+  "region_map" : {
+    "0":{
+      "enable": true,
+      "mask_dir" : "mask/sample1",
+      "save_mask": true,
+      "is_init_img" : false,
+      "condition":{
+        "prompt_fixed_ratio": 0.5,
+        "head_prompt": "(masterpiece, best quality)",
+        "prompt_map": {
+          "0": "cyberpunk,robot cat, robot"
+        },
+        "tail_prompt": "",
+        "ip_adapter_map": {
+          "enable": true,
+          "input_image_dir": "ip_adapter_image/cyberpunk",
+          "prompt_fixed_ratio": 0.5,
+          "save_input_image": true,
+          "resized_to_square": false
+        }
+      }
+    },
+    "background":{
+      "is_init_img" : false,
+      "hint" : "background's condition refers to the one in root"
+    }
+  },
+  "controlnet_map": {
+    "input_image_dir" : "controlnet_image/cat",
+    "max_samples_on_vram": 0,
+    "max_models_on_vram" : 1,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": true,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale":0.5,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 0.25,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v1": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v2": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mediapipe_face": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "ref_image": "ref_image/ref_sample.png",
+      "attention_auto_machine_weight": 0.3,
+      "gn_auto_machine_weight": 0.3,
+      "style_fidelity": 0.5,
+      "reference_attn": true,
+      "reference_adain": false,
+      "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": false,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "format" : "mp4",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}

animate/config/prompts/region_txt2img.json ADDED Viewed

	@@ -0,0 +1,324 @@

+{
+  "name": "sample",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15_v2.ckpt",
+  "compile": false,
+  "seed": [
+    -1
+  ],
+  "scheduler": "k_dpmpp_sde",
+  "steps": 20,
+  "guidance_scale": 10,
+  "unet_batch_size": 1,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 0.5,
+  "head_prompt": "(style of studio ghibli:1.2), (masterpiece, best quality)",
+  "prompt_map": {
+    "0":  "town, outdoors,"
+  },
+  "tail_prompt": "",
+  "n_prompt": [
+    "(worst quality:2), (bad quality:2), (normal quality:2), lowers, bad anatomy, bad hands, (multiple views),"
+  ],
+  "lora_map": {
+  },
+  "motion_lora_map": {
+  },
+  "ip_adapter_map": {
+      "enable": true,
+      "input_image_dir": "ip_adapter_image/cyberpunk",
+      "prompt_fixed_ratio": 0.5,
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_plus_face": false,
+      "is_plus": true,
+      "is_light": false
+  },
+  "img2img_map":{
+    "enable": false,
+    "init_img_dir" : "init_imgs/sample1",
+    "save_init_image": true,
+    "denoising_strength" : 0.7
+  },
+  "region_map" : {
+    "0":{
+      "enable": true,
+      "crop_generation_rate": 0.1,
+      "mask_dir" : "mask/area0",
+      "save_mask": true,
+      "is_init_img" : false,
+      "condition":{
+        "prompt_fixed_ratio": 1.0,
+        "head_prompt": "",
+        "prompt_map": {
+          "0": "((standing)),1girl, upper body,",
+          "8": "((smile)),1girl, upper body,",
+          "16": "(((arms_up))),1girl, upper body, ",
+          "24": "(((waving ))),1girl, upper body"
+        },
+        "tail_prompt": "(style of studio ghibli:1.2), (masterpiece, best quality)",
+        "ip_adapter_map": {
+          "enable": true,
+          "input_image_dir": "ip_adapter_image/girl",
+          "prompt_fixed_ratio": 0.5,
+          "save_input_image": true,
+          "resized_to_square": false
+        }
+      }
+    },
+    "1":{
+      "enable": true,
+      "crop_generation_rate": 0.1,
+      "mask_dir" : "mask/area1",
+      "save_mask": true,
+      "is_init_img" : false,
+      "condition":{
+        "prompt_fixed_ratio": 0.5,
+        "head_prompt": "((car)),(style of studio ghibli:1.2), (masterpiece, best quality)",
+        "prompt_map": {
+          "0": "street, road,no human"
+        },
+        "tail_prompt": "",
+        "ip_adapter_map": {
+          "enable": true,
+          "input_image_dir": "ip_adapter_image/cyberpunk",
+          "prompt_fixed_ratio": 0.5,
+          "save_input_image": true,
+          "resized_to_square": false
+        }
+      }
+    },
+    "background":{
+      "is_init_img" : false,
+      "hint" : "background's condition refers to the one in root"
+    }
+  },
+  "controlnet_map": {
+    "input_image_dir" : "",
+    "max_samples_on_vram": 0,
+    "max_models_on_vram" : 1,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": true,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v1": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "qr_code_monster_v2": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_mediapipe_face": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "ref_image": "ref_image/ref_sample.png",
+      "attention_auto_machine_weight": 0.3,
+      "gn_auto_machine_weight": 0.3,
+      "style_fidelity": 0.5,
+      "reference_attn": true,
+      "reference_adain": false,
+      "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": false,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "format" : "mp4",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}

animate/config/prompts/sample_lcm.json ADDED Viewed

	@@ -0,0 +1,298 @@

+{
+  "name": "simple",
+  "path": "share/Stable-diffusion/mistoonAnime_v20.safetensors",
+  "motion_module": "models/motion-module/mm_sd_v15_v2.ckpt",
+  "lcm_map":{
+    "enable":true,
+    "start_scale":0.15,
+    "end_scale":0.75,
+    "gradient_start":0.2,
+    "gradient_end":0.75
+  },
+  "compile": false,
+  "seed": [
+    123456
+  ],
+  "scheduler": "euler_a",
+  "steps": 8,
+  "guidance_scale": 3,
+  "clip_skip": 2,
+  "prompt_fixed_ratio": 1.0,
+  "head_prompt": "1girl, wizard, circlet, earrings, jewelry, purple hair,",
+  "prompt_map": {
+    "0":  "",
+    "8":  "((fire magic spell, fire background))",
+    "16":  "((ice magic spell, ice background))",
+    "24":  "((thunder magic spell, thunder background))",
+    "32":  "((skull magic spell, skull background))",
+    "40":  "((wind magic spell, wind background))",
+    "48":  "((stone magic spell, stone background))",
+    "56":  "((holy magic spell, holy background))",
+    "64":  "((star magic spell, star background))",
+    "72":  "((plant magic spell, plant background))",
+    "80":  "((meteor magic spell, meteor background))"
+  },
+  "tail_prompt": "",
+  "n_prompt": [
+    "(worst quality, low quality:1.4),nudity,border,text, patreon, easynegative, negative_hand-neg"
+  ],
+  "is_single_prompt_mode":false,
+  "lora_map": {
+    "share/Lora/add_detail.safetensors":1.0
+  },
+  "ip_adapter_map": {
+      "enable": false,
+      "input_image_dir": "ip_adapter_image/test",
+      "save_input_image": true,
+      "resized_to_square": false,
+      "scale": 0.5,
+      "is_plus_face": false,
+      "is_plus": true
+  },
+  "img2img_map":{
+    "enable": false,
+    "init_img_dir" : "init_imgs/test",
+    "save_init_image": true,
+    "denoising_strength" : 0.8
+  },
+  "region_map" : {
+    "0":{
+      "enable":false,
+      "mask_dir" : "mask/r0",
+      "save_mask": true,
+      "is_init_img" : false,
+      "condition":{
+        "prompt_fixed_ratio": 0.5,
+        "head_prompt": "1girl, wizard, circlet, earrings, jewelry, purple hair,",
+        "prompt_map": {
+          "0":  "",
+          "8":  "((fire magic spell, fire background))",
+          "16":  "((ice magic spell, ice background))",
+          "24":  "((thunder magic spell, thunder background))",
+          "32":  "((skull magic spell, skull background))",
+          "40":  "((wind magic spell, wind background))",
+          "48":  "((stone magic spell, stone background))",
+          "56":  "((holy magic spell, holy background))",
+          "64":  "((star magic spell, star background))",
+          "72":  "((plant magic spell, plant background))",
+          "80":  "((meteor magic spell, meteor background))"
+        },
+        "tail_prompt": "",
+        "ip_adapter_map": {
+          "enable": false,
+          "input_image_dir": "ip_adapter_image/test",
+          "save_input_image": true,
+          "resized_to_square": false
+        }
+      }
+    },
+    "background":{
+      "is_init_img" : false,
+      "hint" : "background's condition refers to the one in root"
+    }
+  },
+  "controlnet_map": {
+    "input_image_dir" : "controlnet_image/test9999",
+    "max_samples_on_vram": 200,
+    "max_models_on_vram" : 3,
+    "save_detectmap": true,
+    "preprocess_on_gpu": true,
+    "is_loop": true,
+    "controlnet_tile":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "none",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
+    },
+    "controlnet_ip2p":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart_anime":{
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_openpose":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "dwpose",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_softedge":{
+      "enable": true,
+      "use_preprocessor":true,
+      "preprocessor":{
+        "type" : "softedge_pidsafe",
+        "param":{
+        }
+      },
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_shuffle": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_depth": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_canny": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_inpaint": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_lineart": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 0.5,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
+    },
+    "controlnet_mlsd": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_normalbae": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_scribble": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_seg": {
+      "enable": true,
+      "use_preprocessor":true,
+      "guess_mode":false,
+      "controlnet_conditioning_scale": 1.0,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0,
+      "control_scale_list":[0.5,0.4,0.3,0.2,0.1]
+    },
+    "controlnet_ref": {
+        "enable": false,
+        "ref_image": "ref_image/naga.png",
+        "attention_auto_machine_weight": 0.5,
+        "gn_auto_machine_weight": 0.5,
+        "style_fidelity": 0.5,
+        "reference_attn": true,
+        "reference_adain": true,
+        "scale_pattern":[1.0]
+    }
+  },
+  "upscale_config": {
+    "scheduler": "k_dpmpp_sde",
+    "steps": 20,
+    "strength": 0.5,
+    "guidance_scale": 10,
+    "controlnet_tile": {
+      "enable": true,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_line_anime": {
+      "enable": false,
+      "controlnet_conditioning_scale": 1.0,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ip2p": {
+      "enable": false,
+      "controlnet_conditioning_scale": 0.5,
+      "guess_mode": false,
+      "control_guidance_start": 0.0,
+      "control_guidance_end": 1.0
+    },
+    "controlnet_ref": {
+      "enable": false,
+      "use_frame_as_ref_image": false,
+      "use_1st_frame_as_ref_image": false,
+      "ref_image": "ref_image/path_to_your_ref_img.jpg",
+      "attention_auto_machine_weight": 1.0,
+      "gn_auto_machine_weight": 1.0,
+      "style_fidelity": 0.25,
+      "reference_attn": true,
+      "reference_adain": false
+    }
+  },
+  "output":{
+    "format" : "mp4",
+    "fps" : 8,
+    "encode_param":{
+      "crf": 10
+    }
+  }
+}