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non-targeted-adversarial-attacks

A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition

ntu_ml2017_hung-yi-lee_hw

NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师 机器学习课程作业

optimizer-pytorch

Package of Optimizer implemented with PyTorch .

pix2pix

Image-to-image translation with conditional adversarial nets

pytorch-captcha-recognition

基于CNN训练的一套 "端到端" 的验证码识别模型，使用深度学习+训练数据+大量计算力，纯数字识别率高达 99.99%，数字+字母识别率 96%

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-perspective-transformation

regional-homogeneity

Source code for Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses (ECCV 2020)

revokemsgpatcher

:trollface: A hex editor for WeChat/QQ/TIM - PC版微信/QQ/TIM防撤回补丁（我已经看到了，撤回也没用了）

rn

Region Normalization for Image Inpainting, accepted by AAAI-2020

rp2

Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)

the-gan-zoo

A list of all named GANs!

tps_stn_pytorch

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

trojai-literature

uan

Universal Adversarial Networks

universal_adversarial_perturbation_generative_network_for_speaker_recognition

code for paper "Universal Adversarial Perturbations Generative Network for Speaker Recognition"

viewer

ML models and internal tensors 3D visualizer

vision

Datasets, Transforms and Models specific to Computer Vision

yolo2-pytorch

PyTorch implementation of the YOLO (You Only Look Once) v2

yolov3-channel-and-layer-pruning

yolov3 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

zoo-attack

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks