Sunshine352

DeepNude-an-Image-to-Image-technology

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用GAN图像生成的理论与实践研究。

adv-eval-paper

LaTeX source for the paper "On Evaluating Adversarial Robustness"

advertorch

A Toolbox for Adversarial Robustness Research

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

autokeras

Accessible AutoML for deep learning.

awesome-face

😎 face releated algorithm, dataset and paper

awesome-Face_Recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

deep_learning_object_detection

A paper list of object detection using deep learning.

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

fab-attack

Code for FAB-attack

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

fast_adversarial

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

kornia

Open Source Differentiable Computer Vision Library for PyTorch

logbarrier

LogBarrier adversarial attack

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Nattack

netron

Visualizer for neural network, deep learning and machine learning models

PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

practicalAI

📚 A practical approach to machine learning.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-metric-learning

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

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

stylegan

StyleGAN - Official TensorFlow Implementation

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

TRADES

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

Translation-Invariant-Attacks

The translation-invariant adversarial attack method to improve the transferability of adversarial examples.