Ducanger/face-detector

Face Detection with Python.

Face Detector

This repo stores code in the process of learning facial recognition technologies including: MTCNN, RetinaFace, SSD, Dlib and Haar Cascade.

Experimentally, RetinaFace and MTCNN have the best results, but they are quite slow. If your machine has limited hardware, I recommend running on Colab.

SSD, Dlib and Haar Cascade look good with simple pictures, work well on any device. If you don't require high accuracy, this isn't a bad choice.

Result

This image is detected by RetinaFace.

Resources

Image test, video test, model, .... here.

Colab Notebook

• Dlib: https://bom.to/Dlib-notebook

• Haar Cascade: https://bom.to/Haar-Cascade-notebook

• RetinaFace: https://bom.to/RetinaFace-notebook

• MTCNN: https://bom.to/MTCNN-notebook

• SSD: https://bom.to/SSD-notebook