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CI: deploy Docker/PDM Space
Browse files- pdm.lock +11 -1
- pyproject.toml +1 -0
- services/app_service/pages/signal_watch.py +225 -16
pdm.lock
CHANGED
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@@ -5,7 +5,7 @@
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groups = ["default", "dev"]
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strategy = []
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lock_version = "4.5.0"
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-
content_hash = "sha256:
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[[metadata.targets]]
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requires_python = "==3.11.*"
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@@ -1554,3 +1554,13 @@ files = [
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{file = "watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f"},
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{file = "watchdog-6.0.0.tar.gz", hash = "sha256:9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282"},
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]
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groups = ["default", "dev"]
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strategy = []
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lock_version = "4.5.0"
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+
content_hash = "sha256:289ac07ce37c34043f1c46e3239eabc20812a81c95ce882483c35901afab3221"
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[[metadata.targets]]
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requires_python = "==3.11.*"
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{file = "watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f"},
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{file = "watchdog-6.0.0.tar.gz", hash = "sha256:9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282"},
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]
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+
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[[package]]
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name = "yt-dlp"
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version = "2025.10.22"
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requires_python = ">=3.10"
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summary = "A feature-rich command-line audio/video downloader"
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files = [
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{file = "yt_dlp-2025.10.22-py3-none-any.whl", hash = "sha256:9c803a9598859f91d0d5bd3337f1506ecb40bbe97f6efbe93bc4461fed344fb2"},
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+
{file = "yt_dlp-2025.10.22.tar.gz", hash = "sha256:db2d48133222b1d9508c6de757859c24b5cefb9568cf68ccad85dac20b07f77b"},
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]
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pyproject.toml
CHANGED
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@@ -14,6 +14,7 @@ dependencies = [
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"torch>=2.8.0",
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"pandas>=2.3.2",
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"opencv-python>=4.12.0.88",
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]
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requires-python = "==3.11.*"
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readme = "README.md"
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"torch>=2.8.0",
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"pandas>=2.3.2",
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"opencv-python>=4.12.0.88",
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+
"yt-dlp>=2025.10.22",
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]
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requires-python = "==3.11.*"
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readme = "README.md"
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services/app_service/pages/signal_watch.py
CHANGED
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@@ -1,6 +1,11 @@
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import tempfile
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import time
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from pathlib import Path
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import cv2
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import numpy as np
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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@st.cache_resource
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def load_model(model_key: str, device: str = DEVICE):
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@@ -77,7 +205,6 @@ def load_model(model_key: str, device: str = DEVICE):
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)
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return YOLO(str(weight_path))
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-
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def draw_yolo_dets(frame_bgr, result, show_score=True):
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out = frame_bgr.copy()
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boxes = getattr(result, "boxes", None)
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@@ -119,11 +246,37 @@ if VIDEO_DIR.exists():
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if p.suffix.lower() in {".mp4", ".mov", ".avi", ".mkv"}:
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video_map[p.name] = str(p)
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-
source_options = ["Webcam (0)"] + list(video_map.keys()) + ["Custom URL…"]
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src_choice = st.sidebar.selectbox("Source", source_options, index=0)
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custom_url = None
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-
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custom_url = st.sidebar.text_input(
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"RTSP/HTTP URL", placeholder="rtsp://... or https://..."
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)
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@@ -148,7 +301,14 @@ model_label = st.sidebar.selectbox("Model", available_model_labels, index=0)
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model_key = label_to_key.get(model_label, "deim")
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confidence_threshold = st.sidebar.slider("Minimum Confidence", 0.0, 1.0, 0.5, 0.01)
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frame_stride = st.sidebar.slider("Process every Nth frame", 1, 10, 3, 1)
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-
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show_live_preview = st.sidebar.checkbox(
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"Show live preview",
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value=True,
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40,
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help="Frames are downscaled before streaming to keep payloads small.",
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)
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-
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# ---------- Main UI logic ----------
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def resolve_source():
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if src_choice == "Webcam (0)":
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return 0
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if src_choice == "Custom URL…":
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return custom_url.strip() if custom_url else None
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return video_map.get(src_choice)
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@@ -204,12 +386,31 @@ def run_video_feed_detection(
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st.error(str(exc))
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return
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cap = cv2.VideoCapture(cap_source)
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if not cap.isOpened():
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st.error("Failed to open the selected source.")
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return
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-
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fps = cap.get(cv2.CAP_PROP_FPS) or 25.0
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total = int(cap.get(cv2.CAP_PROP_FRAME_COUNT) or 0)
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@@ -268,16 +469,23 @@ def run_video_feed_detection(
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i += 1
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-
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else:
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-
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-
progress
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-
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if elapsed >= max_seconds:
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-
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# Add small delay to prevent overwhelming the system
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if not is_file: # Only for live sources
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@@ -291,7 +499,8 @@ def run_video_feed_detection(
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if writer is not None:
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writer.release()
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-
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if out_path and out_path.exists():
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st.video(str(out_path))
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with open(out_path, "rb") as f:
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@@ -317,4 +526,4 @@ if run_detection:
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preview_max_width=preview_width,
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)
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else:
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-
st.info("Pick a video source from the sidebar and click **Run Detection**.")
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import tempfile
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import time
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from pathlib import Path
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+
import re
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import subprocess
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import json
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import sys
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import shutil
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import cv2
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import numpy as np
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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+
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+
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+
def find_ytdlp_executable() -> str | None:
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"""Find the yt-dlp executable, checking multiple possible locations."""
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# First try the system PATH
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ytdlp_path = shutil.which('yt-dlp')
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if ytdlp_path:
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return ytdlp_path
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+
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# Try common virtual environment locations
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venv_paths = [
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Path(sys.executable).parent / "yt-dlp",
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Path(sys.executable).parent.parent / "bin" / "yt-dlp",
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Path(__file__).parents[3] / ".venv" / "bin" / "yt-dlp",
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Path(__file__).parents[3] / ".venv" / "Scripts" / "yt-dlp.exe", # Windows
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]
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+
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for path in venv_paths:
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if path.exists() and path.is_file():
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return str(path)
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+
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return None
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+
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+
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+
def is_youtube_url(url: str) -> bool:
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"""Check if the URL is a YouTube URL."""
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youtube_patterns = [
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r'(?:https?://)?(?:www\.)?youtube\.com/watch\?v=',
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r'(?:https?://)?(?:www\.)?youtu\.be/',
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r'(?:https?://)?(?:www\.)?youtube\.com/live/',
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r'(?:https?://)?(?:www\.)?youtube\.com/embed/',
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]
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return any(re.search(pattern, url) for pattern in youtube_patterns)
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+
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+
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+
def check_ytdlp_available() -> bool:
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"""Check if yt-dlp is available on the system."""
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ytdlp_path = find_ytdlp_executable()
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if not ytdlp_path:
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return False
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+
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+
try:
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result = subprocess.run([ytdlp_path, '--version'], capture_output=True, text=True, timeout=5)
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return result.returncode == 0
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+
except (FileNotFoundError, subprocess.TimeoutExpired):
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return False
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+
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+
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+
def extract_youtube_stream_url(url: str) -> str | None:
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"""Extract the actual stream URL from a YouTube URL using yt-dlp."""
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# Find yt-dlp executable
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ytdlp_path = find_ytdlp_executable()
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if not ytdlp_path:
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st.error("yt-dlp is not installed or not available in PATH.")
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st.info("Please install yt-dlp: `pip install yt-dlp` or `brew install yt-dlp`")
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return None
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+
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+
# Verify it's working
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+
if not check_ytdlp_available():
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st.error("yt-dlp found but not working properly.")
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return None
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+
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+
try:
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+
# Show progress message
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| 130 |
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with st.spinner("Extracting YouTube stream URL..."):
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| 131 |
+
# Try multiple format options
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+
format_options = [
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'best[height<=720]',
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'best[height<=480]',
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'best',
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'worst'
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]
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+
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+
for fmt in format_options:
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+
cmd = [
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+
ytdlp_path,
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+
'--get-url',
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'--format', fmt,
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'--no-playlist',
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'--no-warnings',
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+
url
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]
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+
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+
result = subprocess.run(cmd, capture_output=True, text=True, timeout=30)
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| 150 |
+
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| 151 |
+
if result.returncode == 0:
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| 152 |
+
stream_url = result.stdout.strip()
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| 153 |
+
if stream_url and stream_url.startswith('http'):
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| 154 |
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st.success(f"Successfully extracted YouTube stream URL! (format: {fmt})")
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| 155 |
+
return stream_url
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| 156 |
+
else:
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| 157 |
+
st.warning(f"Invalid stream URL extracted with format {fmt}: {stream_url}")
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| 158 |
+
else:
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| 159 |
+
st.warning(f"yt-dlp failed with format {fmt}: {result.stderr}")
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| 160 |
+
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| 161 |
+
# If all formats failed, try a different approach
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| 162 |
+
st.warning("Trying alternative extraction method...")
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+
cmd = [
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ytdlp_path,
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'--get-url',
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'--format', 'best',
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'--no-playlist',
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+
url
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+
]
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+
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+
result = subprocess.run(cmd, capture_output=True, text=True, timeout=30)
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| 172 |
+
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| 173 |
+
if result.returncode == 0:
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| 174 |
+
stream_url = result.stdout.strip()
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| 175 |
+
if stream_url and stream_url.startswith('http'):
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| 176 |
+
st.success("Successfully extracted YouTube stream URL with fallback method!")
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| 177 |
+
return stream_url
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| 178 |
+
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| 179 |
+
except subprocess.TimeoutExpired:
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| 180 |
+
st.error("Timeout while extracting YouTube stream URL. The video might be unavailable.")
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| 181 |
+
except FileNotFoundError:
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| 182 |
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st.error("yt-dlp not found. Please install it: pip install yt-dlp")
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| 183 |
+
except Exception as e:
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| 184 |
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st.error(f"Error extracting YouTube stream URL: {str(e)}")
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+
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| 186 |
+
return None
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| 187 |
+
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| 189 |
@st.cache_resource
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| 190 |
def load_model(model_key: str, device: str = DEVICE):
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)
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return YOLO(str(weight_path))
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| 207 |
|
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| 208 |
def draw_yolo_dets(frame_bgr, result, show_score=True):
|
| 209 |
out = frame_bgr.copy()
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| 210 |
boxes = getattr(result, "boxes", None)
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|
| 246 |
if p.suffix.lower() in {".mp4", ".mov", ".avi", ".mkv"}:
|
| 247 |
video_map[p.name] = str(p)
|
| 248 |
|
| 249 |
+
source_options = ["Webcam (0)"] + list(video_map.keys()) + ["YouTube URL", "Custom URL…"]
|
| 250 |
src_choice = st.sidebar.selectbox("Source", source_options, index=0)
|
| 251 |
|
| 252 |
custom_url = None
|
| 253 |
+
youtube_url = None
|
| 254 |
+
if src_choice == "YouTube URL":
|
| 255 |
+
youtube_url = st.sidebar.text_input(
|
| 256 |
+
"YouTube URL",
|
| 257 |
+
placeholder="https://www.youtube.com/watch?v=...",
|
| 258 |
+
value="https://www.youtube.com/watch?v=57w2gYXjRic"
|
| 259 |
+
)
|
| 260 |
+
if st.sidebar.button("Test YouTube URL", help="Test if the YouTube URL can be processed"):
|
| 261 |
+
if youtube_url and youtube_url.strip():
|
| 262 |
+
st.info(f"Testing URL: {youtube_url.strip()}")
|
| 263 |
+
|
| 264 |
+
# Debug: Show yt-dlp path
|
| 265 |
+
ytdlp_path = find_ytdlp_executable()
|
| 266 |
+
if ytdlp_path:
|
| 267 |
+
st.info(f"Found yt-dlp at: {ytdlp_path}")
|
| 268 |
+
else:
|
| 269 |
+
st.warning("yt-dlp executable not found")
|
| 270 |
+
|
| 271 |
+
stream_url = extract_youtube_stream_url(youtube_url.strip())
|
| 272 |
+
if stream_url:
|
| 273 |
+
st.success("✅ YouTube URL is valid and can be processed!")
|
| 274 |
+
st.info(f"Stream URL: {stream_url[:100]}...")
|
| 275 |
+
else:
|
| 276 |
+
st.error("❌ Failed to process YouTube URL")
|
| 277 |
+
else:
|
| 278 |
+
st.warning("Please enter a YouTube URL first")
|
| 279 |
+
elif src_choice == "Custom URL…":
|
| 280 |
custom_url = st.sidebar.text_input(
|
| 281 |
"RTSP/HTTP URL", placeholder="rtsp://... or https://..."
|
| 282 |
)
|
|
|
|
| 301 |
model_key = label_to_key.get(model_label, "deim")
|
| 302 |
confidence_threshold = st.sidebar.slider("Minimum Confidence", 0.0, 1.0, 0.5, 0.01)
|
| 303 |
frame_stride = st.sidebar.slider("Process every Nth frame", 1, 10, 3, 1)
|
| 304 |
+
|
| 305 |
+
# Time limit options for live streams
|
| 306 |
+
unlimited_mode = st.sidebar.checkbox("🔄 Unlimited Live Mode", help="Run detection indefinitely (use with caution)")
|
| 307 |
+
if unlimited_mode:
|
| 308 |
+
max_seconds = None # No time limit
|
| 309 |
+
st.sidebar.info("⚠️ Running in unlimited mode - use stop button to end")
|
| 310 |
+
else:
|
| 311 |
+
max_seconds = st.sidebar.slider("Max seconds (webcam/live)", 3, 60, 12, 1)
|
| 312 |
show_live_preview = st.sidebar.checkbox(
|
| 313 |
"Show live preview",
|
| 314 |
value=True,
|
|
|
|
| 324 |
40,
|
| 325 |
help="Frames are downscaled before streaming to keep payloads small.",
|
| 326 |
)
|
| 327 |
+
|
| 328 |
+
col1, col2 = st.sidebar.columns(2)
|
| 329 |
+
with col1:
|
| 330 |
+
run_detection = st.button("🎥 Run Detection", use_container_width=True)
|
| 331 |
+
with col2:
|
| 332 |
+
stop_detection = st.button("⏹️ Stop", use_container_width=True, help="Stop current detection")
|
| 333 |
|
| 334 |
|
| 335 |
# ---------- Main UI logic ----------
|
| 336 |
|
| 337 |
+
# Initialize session state for stop functionality
|
| 338 |
+
if 'stop_processing' not in st.session_state:
|
| 339 |
+
st.session_state.stop_processing = False
|
| 340 |
|
| 341 |
def resolve_source():
|
| 342 |
if src_choice == "Webcam (0)":
|
| 343 |
return 0
|
| 344 |
+
if src_choice == "YouTube URL":
|
| 345 |
+
if youtube_url and youtube_url.strip():
|
| 346 |
+
st.info(f"Processing YouTube URL: {youtube_url.strip()}")
|
| 347 |
+
# Extract the actual stream URL from YouTube
|
| 348 |
+
stream_url = extract_youtube_stream_url(youtube_url.strip())
|
| 349 |
+
if stream_url:
|
| 350 |
+
st.info(f"Extracted stream URL: {stream_url[:50]}...")
|
| 351 |
+
return stream_url
|
| 352 |
+
else:
|
| 353 |
+
st.error("Failed to extract YouTube stream URL. Please check the URL and try again.")
|
| 354 |
+
return None
|
| 355 |
+
else:
|
| 356 |
+
st.warning("Please enter a YouTube URL.")
|
| 357 |
+
return None
|
| 358 |
if src_choice == "Custom URL…":
|
| 359 |
return custom_url.strip() if custom_url else None
|
| 360 |
return video_map.get(src_choice)
|
|
|
|
| 386 |
st.error(str(exc))
|
| 387 |
return
|
| 388 |
|
| 389 |
+
# Handle YouTube URLs specially
|
| 390 |
+
is_youtube = isinstance(cap_source, str) and is_youtube_url(cap_source)
|
| 391 |
+
|
| 392 |
cap = cv2.VideoCapture(cap_source)
|
| 393 |
if not cap.isOpened():
|
| 394 |
st.error("Failed to open the selected source.")
|
| 395 |
return
|
| 396 |
|
| 397 |
+
# Set buffer size for live streams to reduce latency
|
| 398 |
+
if is_youtube or isinstance(cap_source, str):
|
| 399 |
+
cap.set(cv2.CAP_PROP_BUFFERSIZE, 1)
|
| 400 |
+
|
| 401 |
+
# Check if it's a local file (not a URL)
|
| 402 |
+
is_file = False
|
| 403 |
+
if isinstance(cap_source, str):
|
| 404 |
+
# If it looks like a URL (starts with http/https/rtsp), it's not a file
|
| 405 |
+
if cap_source.startswith(('http://', 'https://', 'rtsp://')):
|
| 406 |
+
is_file = False
|
| 407 |
+
else:
|
| 408 |
+
# Only check if it's a file if it doesn't look like a URL
|
| 409 |
+
try:
|
| 410 |
+
is_file = Path(cap_source).exists()
|
| 411 |
+
except (OSError, ValueError):
|
| 412 |
+
# Handle cases where the path is too long or invalid
|
| 413 |
+
is_file = False
|
| 414 |
fps = cap.get(cv2.CAP_PROP_FPS) or 25.0
|
| 415 |
total = int(cap.get(cv2.CAP_PROP_FRAME_COUNT) or 0)
|
| 416 |
|
|
|
|
| 469 |
|
| 470 |
i += 1
|
| 471 |
|
| 472 |
+
if is_file and total:
|
| 473 |
+
prog.progress(min(i / total, 1.0), text=f"Processing… {i}/{total}")
|
| 474 |
+
else:
|
| 475 |
+
elapsed = time.time() - start_t
|
| 476 |
+
stream_type = "YouTube" if is_youtube else "Live"
|
| 477 |
+
|
| 478 |
+
if max_seconds is None:
|
| 479 |
+
# Unlimited mode - show elapsed time without progress limit
|
| 480 |
+
prog.progress(0.0, text=f"{stream_type}… {int(elapsed)}s (unlimited)")
|
| 481 |
+
# In unlimited mode, continue indefinitely until manually stopped
|
| 482 |
else:
|
| 483 |
+
# Limited mode - show progress and check time limit
|
| 484 |
+
prog.progress(
|
| 485 |
+
min(elapsed / max(1, max_seconds), 1.0), text=f"{stream_type}… {int(elapsed)}s"
|
| 486 |
+
)
|
| 487 |
if elapsed >= max_seconds:
|
| 488 |
+
return
|
| 489 |
|
| 490 |
# Add small delay to prevent overwhelming the system
|
| 491 |
if not is_file: # Only for live sources
|
|
|
|
| 499 |
if writer is not None:
|
| 500 |
writer.release()
|
| 501 |
|
| 502 |
+
stream_type = "YouTube" if is_youtube else ("Live" if not is_file else "File")
|
| 503 |
+
st.success(f"Done processing {stream_type} stream!")
|
| 504 |
if out_path and out_path.exists():
|
| 505 |
st.video(str(out_path))
|
| 506 |
with open(out_path, "rb") as f:
|
|
|
|
| 526 |
preview_max_width=preview_width,
|
| 527 |
)
|
| 528 |
else:
|
| 529 |
+
st.info("Pick a video source from the sidebar (including YouTube URLs) and click **Run Detection**.")
|