Push model using huggingface_hub.
Browse files- README.md +10 -0
- config.json +125 -0
- model.safetensors +3 -0
README.md
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---
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tags:
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- model_hub_mixin
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- pytorch_model_hub_mixin
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---
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This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- Code: https://github.com/blaz-r/BTC-change-detection
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- Paper: https://arxiv.org/abs/2507.03367
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- Docs: https://github.com/blaz-r/BTC-change-detection
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config.json
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{
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"config": {
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"ckpt_path": null,
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"config_tag": "BTC-B",
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"data": {
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"batch_size": 32,
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"data_path": "./datasets",
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"dataset": "levir",
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"img_size": 256,
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"load_in_mem": null,
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"num_workers": 8,
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"pin_memory": true,
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"use_hf": true
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},
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"decoder": {
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"train": {
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"class_path": "models.modules.upernet.UperNetHead",
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"init_args": {
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"hidden_size": 512,
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"load_weights": null,
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"lr": null,
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"out_channels": 1,
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"transfer": true,
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"use_auxfcn": false,
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"weight_decay": null
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}
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}
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},
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"dev": false,
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"devices": "auto",
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"diff": {
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"class_path": "models.modules.simple_diff.SubDiff",
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"init_args": {
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"lr": null,
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"norm": false,
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"transfer": true,
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"use_in_pretrain": false,
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"weight_decay": null
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}
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},
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"encoder": {
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"class_path": "models.modules.HFBackbone",
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"init_args": {
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"lr": null,
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"lr_adjustments": false,
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"model_name": "facebook/mask2former-swin-base-IN21k-cityscapes-semantic",
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"pretrain_args": null,
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"return_layers": [
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1,
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2,
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3,
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4
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],
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"train_args": {
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"finetune": true,
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"pretrained": true
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},
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"transfer": true,
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"weight_decay": null
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}
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},
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"eval_only": true,
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"out_proc": null,
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"pre_diff": null,
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"res_path": "./results",
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"seed": 42,
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"tag": "",
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"train": {
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"base_lr": 0.0001,
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"ckpt": null,
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"epochs": 100,
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"grad_clip_val": null,
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"layer_decay": 0.99,
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"loss": [
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"dice"
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],
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"lr_scheduler": {
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"gamma": null,
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"ratio_t0": 1.0,
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"type": "cosine",
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"warmup_epoch_ratio": null,
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"warmup_lr_ratio": null
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},
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"transforms": [
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{
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"VerticalFlip": {
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"p": 0.3
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}
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},
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{
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"HorizontalFlip": {
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"p": 0.3
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}
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},
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{
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"Rotate": {
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"limit": [
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-90,
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90
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],
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"p": 0.3
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}
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},
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{
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"Normalize": {
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"mean": [
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0.485,
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0.456,
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0.406
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],
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"std": [
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0.229,
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0.224,
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0.225
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]
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}
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}
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],
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"val_freq": 5,
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"weight_decay": 0.0001
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},
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"vis_path": true,
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"wandb_proj": "None"
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}
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:02c14a31adce5acfa29cfa0e019a9c94a1c8a66b305abe5500ff260dac0b0395
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size 484579612
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