video-analysis-system / video_input.py
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"""
video_input.py
Handles video loading from file path, URL, or webcam index.
On Hugging Face Spaces, only file uploads are supported (no webcam).
"""
import cv2
import os
def load_video(source):
"""
Load a video from a file path or URL.
Args:
source: str — file path or URL
Returns:
cap: cv2.VideoCapture object
meta: dict with fps, width, height, total_frames, source
"""
if isinstance(source, str) and not source.startswith("http"):
if not os.path.exists(source):
raise FileNotFoundError(f"Video file not found: {source}")
cap = cv2.VideoCapture(source)
if not cap.isOpened():
raise ValueError(
f"Cannot open video source: {source}. "
"Make sure the file is a valid MP4, AVI, MOV, or MKV."
)
meta = {
"fps": cap.get(cv2.CAP_PROP_FPS) or 25.0,
"width": int(cap.get(cv2.CAP_PROP_FRAME_WIDTH)),
"height": int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT)),
"total_frames": int(cap.get(cv2.CAP_PROP_FRAME_COUNT)),
"source": str(source),
}
return cap, meta
def release_video(cap):
"""Safely release a VideoCapture object."""
if cap and cap.isOpened():
cap.release()