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adaface

Official github repository for AdaFace: Quality Adaptive Margin for Face Recognition. The paper (https://arxiv.org/abs/2204.00964) is presented in CVPR 2022 (Oral).

open-loss

This repository discloses cost functions designed for open-set classification tasks, namely, Entropic Open-set, ObjectoSphere and Maximal-Entropy Loss.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-active-boundary-loss

Official repository for Active Boundary Loss for Semantic Segmentation.

pytorch-adacos-loss

PyTorch implementation of AdaCos

pytorch-angular-penalty-softmax-losses

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

pytorch-arcface

pytorch-boundary-loss

Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

pytorch-cac-openset

Code for Class Anchor Clustering loss for training a distance-based open set classifier

pytorch-center-loss

Pytorch implementation of Center Loss

pytorch-deconvnet

Example of Deconvnet in PyTorch for VGG16

pytorch-dog-breed-classifier

Pipeline for use within a web or mobile app to process real-world, user-supplied images that, given an image of a dog identifies an estimate of the canine’s breed. If supplied an image of a human, identifies the resembling dog breed.

pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-face-analysis-losses

Face analysis in PyTorch

pytorch-face-transformer

Face Transformer for Recognition

pytorch-gabornet

pytorch-inception-resnet-mtcnn

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

pytorch-insightface

Pretrained insightface models ported to pytorch

pytorch-insightface-implementation

Pytorch0.4.1 codes for InsightFace

pytorch-ipcgans

An implementation of《Face Aging with Identity-Preserved Conditional Generative Adversarial Networks》

pytorch-loss-functions

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorch-mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

pytorch-mobilefacenet-msceleb1m

PyTorch implementation of MobileFaceNets

pytorch-mobilefacenet_casiawebface

MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices

pytorch-mobilenet-v2_imagenet

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

pytorch-mxnet-insightface

Face Analysis Project on PyTorch and MXNet

pytorch-opensphere

A hyperspherical face recognition library based on PyTorch

pytorch-osr-closed-set-all-you-need

Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"

pytorch-out-of-distribution-detection

👽 LIBRARY: Out-of-Distribution Detection with PyTorch