Python face-identification

Open-source Python projects categorized as face-identification | Edit details
Related topics: #Pytorch #face-recognition #face-detection #Mtcnn #face-tracking #pretrained-models

Python face-identification Projects

  • facenet-pytorch

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

    Project mention: Query regarding Multiple face recognization system | reddit.com/r/MLQuestions | 2021-11-25

    It's generally better to split the task into a multiple tasks. First I'd want to detect and extract faces. There are a number of pretrained models that you could use for that, e.g. https://github.com/timesler/facenet-pytorch, https://github.com/opencv/opencv/tree/master/data/haarcascades. Once you've extracted faces, you can train a facial recognition using something like a siamese network as you normally would.

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). The latest post mention was on 2021-11-25.

Index

Project Stars
1 facenet-pytorch 2,867
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