Top 3 Python face-tracking Projects

facenet-pytorch

4 4,144 3.8 Python

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

Project mention: [D] Fast face recognition over video | /r/MachineLearning | 2023-04-22

Hijacking this comment because i've been working nonstop on my project thanks to your suggestion. I'm now using this https://github.com/derronqi/yolov8-face for face detection and still the old face_recognition for encodings. I'm clustering with dbscan and extracting frames with ffmpeg with -hwaccel on. I'm planning to try this: https://github.com/timesler/facenet-pytorch as it looks like it would be the fastest thing avaiable to process videos? Keep in mind i need to perform encoding other than just detection because i want to use DBscan (and later also facial recognition, but this might be done separately just by saving the encodings). let me know if you have any other suggestions, and thanks again for your help

OpenSeeFace

7 1,312 4.2 Python

Robust realtime face and facial landmark tracking on CPU with Unity integration
WorkOS

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The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
FreeFaceMoCap

1 34 0.0 Python

Free Face Tracking Module for facial motion capture in Blender

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).