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awesome-adversarial-examples-dl

A curated list of awesome resources for adversarial examples in deep learning

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

cifar10

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

deepfool

Modification to DeepFool Project to go deeper in image modification

deeplab-v2--resnet-101--tensorflow

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

fgsm

Simple pytorch implementation of FGSM and I-FGSM

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

handwritingdigital_feature

用vgg16、resnet18对mnist、svhn和usps提取特征

handwritten_digit_recognition

Handwritten digit recognition with MNIST & Keras

hello-world

ilsvr-classification-localization-data

Scripts for building the ILSVR classification and localization training, validation, and testing data sets

imagenet

TensorFlow implementation of AlexNet and its training and testing on ImageNet ILSVRC 2012 dataset

imagenet-downloader

Downloader from ImageNet Image URLs

inception

GoogLeNet, inceptionV1-V4

keras-gan

Keras implementations of Generative Adversarial Networks.

magenta

Magenta: Music and Art Generation with Machine Intelligence

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

models

Models and examples built with TensorFlow

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

one-pixel-attack-pytorch

Pytorch reimplementation of "One pixel attack for fooling deep neural networks"

pixel-imagenet

Pixel-ImageNet

resnet50-cifar10-python-keras

Train&prediction of Cifar10 dataset using Resnet50 - Python-Keras

temp

tensorflow-gans

各类GAN综合在一起，借鉴了hwalsuklee大神的

tensorflow-mnist-cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

the-gan-zoo

A list of all named GANs!