anime-face-detector
facenet-pytorch
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| anime-face-detector | facenet-pytorch | |
|---|---|---|
| 1 | 1 | |
| 133 | 3,019 | |
| - | - | |
| 7.6 | 1.3 | |
| 8 days ago | 24 days ago | |
| Python | Python | |
| MIT License | MIT License |
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anime-face-detector
facenet-pytorch
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Query regarding Multiple face recognization system
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.
What are some alternatives?
CompreFace - Leading free and open-source face recognition system
pytorch2keras - PyTorch to Keras model convertor
OpenCV - Open Source Computer Vision Library
Face Recognition - The world's simplest facial recognition api for Python and the command line
DeepFake-Detection - Towards deepfake detection that actually works
OpenSeeFace - Robust realtime face and facial landmark tracking on CPU with Unity integration
facenet - Face recognition using Tensorflow
Real-time-GesRec - Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
deface - Video anonymization by face detection
insightface - State-of-the-art 2D and 3D Face Analysis Project
pytorch_resnet_cifar10 - Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.