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face_detect

Run face recognition locally on photos using the face_recognition module.

  • face_detect.py - Run image recognition
  • face_search.py - Search the results and browse the images

Screenshot of face_search.py showing Tkinter GUI with some image results and one image opened fullsize

Features

  • multithreading
  • Detect multiple faces per image
  • Crop unknown faces for easy labelling
  • Skip previously processed images.
  • Output to SQLite db.

Usage

Put known faces cropped down in known folder. Filename should be the desired label (i.e. the person's name) anything after _ ignored so multiple samples for each name possible. Put images to process in unknown folder, I downsample to 1024x1024 for speed. I've had good results down to 256x256 depending on framing.

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Scan photos and label multiple faces

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