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Video Processing Pipeline

  1. python3 scripts/capture_video.py [first_name] [last_name]

Captures video via opencv and saves .avi --> ./data/captured/raw_video/

  1. python3 scripts/analyze_video.py [first_name] [last_name]

Iterates through video and shows face and eye detection from haar cascades

  1. python3 scripts/view_feature_detection.py [first_name] [last_name]

Iterates through video and shoes feature detection from pre-trained dlib model

  1. python3 scripts/process_yt_data.py

Aligns and crops youtube_faes data set into face close-ups

--> ./processed_data/first_last/

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facial recognition oracle

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