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A curated list of awesome resources for adversarial examples in deep learning
:books: A collection of edge/contour/boundary detection papers and toolbox.
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Modification to DeepFool Project to go deeper in image modification
An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.
Simple pytorch implementation of FGSM and I-FGSM
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
用vgg16、resnet18对mnist、svhn和usps提取特征
Handwritten digit recognition with MNIST & Keras
Scripts for building the ILSVR classification and localization training, validation, and testing data sets
TensorFlow implementation of AlexNet and its training and testing on ImageNet ILSVRC 2012 dataset
Downloader from ImageNet Image URLs
GoogLeNet, inceptionV1-V4
Keras implementations of Generative Adversarial Networks.
Magenta: Music and Art Generation with Machine Intelligence
A challenge to explore adversarial robustness of neural networks on MNIST.
Models and examples built with TensorFlow
Code samples for my book "Neural Networks and Deep Learning"
Robust evasion attacks against neural network to find adversarial examples
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Pytorch reimplementation of "One pixel attack for fooling deep neural networks"
Pixel-ImageNet
Train&prediction of Cifar10 dataset using Resnet50 - Python-Keras
各类GAN综合在一起,借鉴了hwalsuklee大神的
MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
A list of all named GANs!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.