some Changes in file #34
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Hello,
I tried making some changes,
Added extract_faces to modularize face detection logic. It processes each frame of a video and returns faces and their detection scores.
The prediction function handles video frames, processes them, and runs inference in batch. It now utilizes half-precision for inference when supported.
Logs are added for debugging issues in frame reading and predictions.
Used ThreadPoolExecutor for concurrent video processing in predict_on_video_set.