kiselev1189 / Insightface Just Works
Insightface face detection and recognition model that just works out of the box.
Stars: ✭ 127
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Insightface face detection and recognition model that just works out of the box.
This is a minimalistic inference-focused repack of Insightface.
For examples please refer to InsightfaceExample.ipynb.
What it does
Provides you whith a one-liner to set up SoTA face detection and recognition model for inference.
Supported features
- extract face embedding for a single-face image.
- use any model from Insightface ModelZoo
Fixes and improvements over orignal version
- Everything that is not required for inference is removed
- Model instantiation is a single-line call
- Original version crashed with unintelligible
segmentation faultif output of the face detector was wrong or empty. This version throws exception or returnsNone. - Jupyter Notebook example
TODO:
Simplify and refactor original code parts for readability and simplicity.
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