igorkim/insightface-just-works

Insightface face detection and recognition model that just works out of the box.

Jupyter Notebook

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 fault if output of the face detector was wrong or empty. This version throws exception or returns None.
Jupyter Notebook example

TODO:

Simplify and refactor original code parts for readability and simplicity.