Top 3 face-identification Open-Source 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

CompreFace

28 3,877 8.3 Java

Leading free and open-source face recognition system

Project mention: Double-Take not getting enough events/images from Frigate? | /r/frigate_nvr | 2023-08-01

# https://github.com/exadel-inc/CompreFace/blob/master/docs/Face-services-and-plugins.md)

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oneML-bootcamp

1 11 3.0 Java

Intro and sample apps to showcase oneML functionalities and possible use cases: Face Detection, Face Identification, Face Embedding, Vehicle Detection, EKYC, Person Attack Detection.

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).