SCB's repositories
auto-attack
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
TRADES
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
pytorch_image_classification
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
Real-World-Masked-Face-Dataset
Real-World Masked Face Dataset，口罩人脸数据集
pytorch-cifar
95.47% on CIFAR10 with PyTorch
cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
CVPR2020-Paper-Code-Interpretation
cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理
Awesome-CVPR-Paper
CVPR 论文收集，包含但不限于2020、2019、2018、2017文章
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
wide-resnet.pytorch
Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
deeplearningbook-chinese
Deep Learning Book Chinese Translation
insightface
Face Analysis Project on MXNet
InsightFace_Pytorch
Pytorch0.4.1 codes for InsightFace
facenet-pytorch
Pretrained Pytorch face detection and recognition models ported from davidsandberg/facenet
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)
Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
Grad-CAM.pytorch
pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;欢迎试用、关注并反馈问题...
mtcnn-pytorch
pytorch implementation of face detection algorithm MTCNN
Face_Pytorch
face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on
AdamW-pytorch
Implementation and experiments for AdamW on Pytorch
sphereface_pytorch
A PyTorch Implementation of SphereFace.