yizt / keras-lbl-IvS
keras实现人证比对论文《Large-scale Bisample Learning on ID vs. Spot Face Recognition》的核心思想; 当类别数非常大时(超过百万),GPU显存可能无法装载权重参数;可以使用支配原型概念,每个step将相关的类别一块训练,step开始时将当前mini-batch的类别原型权重加载到GPU中,而不用加载所有的类别权重参数; step结束时更新并保存当前训练类别的原型权重
☆23Updated 6 years ago
Alternatives and similar repositories for keras-lbl-IvS:
Users that are interested in keras-lbl-IvS are comparing it to the libraries listed below
- ☆40Updated 8 years ago
- Use Cafffe to do Face Attributes MultiTask Classification based on CelebA data sets☆34Updated 2 years ago
- A MXNet implementation of Modified CRUNet & Residual Attention Network☆67Updated 6 years ago
- ☆34Updated 5 years ago
- Facial landmarks training by mxnet(gluon). Use for face alignment and so on.☆40Updated 6 years ago
- faceboxes implement by pytorch☆82Updated 6 years ago
- a simplify and accuracy-maintain model of ResNet-50 by the Invert Residual Construction☆38Updated 6 years ago
- caffe face alignment 300w☆77Updated 5 years ago
- 1000点的人脸关键点检测☆8Updated 4 years ago
- A slightly cleaner wash list of MS-Celeb-1M☆71Updated 7 years ago
- Mxnet video io reading performance optimization☆43Updated 6 years ago
- ShuffleNetV1 &ShuffleNetV2 implementation in mxnet☆18Updated 6 years ago
- pycaffe version of RSA 'Recurrent Scale Approximation for Object Detection in CNN'☆32Updated 7 years ago
- tensorRT retinaface mobilenet☆42Updated 5 years ago
- Deep Face Recognition Toolbox developed on TensorFlow☆26Updated 6 years ago
- MTCNN_Training Scripts For Face Detection with PyTorch 0.4.0☆55Updated 6 years ago
- A caffe implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.☆52Updated 6 years ago
- mxnet version batch hard triplet loss☆13Updated 6 years ago
- ☆40Updated 6 years ago
- Noise-Tolerant Paradigm for Training Face Recognition CNNs [Official, CVPR 2019]☆136Updated 5 years ago
- SoftmaxWithLoss+OHEM☆21Updated 7 years ago
- This is the pre-trained model of SphereFace : Deep Hypersphere Embedding for Face Recognition☆57Updated 7 years ago
- fast face detector☆18Updated 6 years ago
- An implementation of Learning Residual Images for Face Attribute Manipulation☆52Updated 7 years ago
- tools for MegaFace evaluation, e.g. plotting evalaution results☆21Updated 6 years ago
- reproduce faceboxes☆53Updated 6 years ago
- PCN based on ncnn framework.☆81Updated 6 years ago
- My implementation of <Range Loss for Deep Face Recognition with Long-tail>☆22Updated 7 years ago
- A MXNet/Gluon implementation of MobileNetV2☆85Updated 6 years ago
- Based on Onet to stabilize Face Detection BoundingBox. Fast, Smooth.☆61Updated 2 years ago