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2022-machine-learning-specialization

advgan_pytorch

a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

advgan_tf

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

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ccpd

[ECCV 2018] CCPD: a diverse and well-annotated dataset for license plate detection and recognition

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

ddim

Denoising Diffusion Implicit Models

diffusion-gan

Official PyTorch implementation for paper: Diffusion-GAN: Training GANs with Diffusion

fooling

Code base for "Deep Neural Networks are Easily Fooled" CVPR 2015 paper

gan_tf

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gansformer

Generative Adversarial Transformers

learningpython

小甲鱼1

license_plate_detection_pytorch

A two stage lightweight and high performance license plate recognition in MTCNN and LPRNet

m3u

malware_bin_to_img

Transfer Learning for Image-Based Malware Classification

malwaregan_pytorch

Adversarial Malware Generator Using GANs

ml-tutorial-experiment-jiqizhixin

Coding the Machine Learning Tutorial for Learning to Learn

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

nuaalatex

LaTeX document class for NUAA, supporting bachelor/master/PH.D thesis in Chinese/English/Japanese. 南航本科、硕士、博士学位论文 LaTeX 模板

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-progressive_growing_of_gans

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

pytorch-tutorial

PyTorch深度学习快速入门教程（绝对通俗易懂！）

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

the-gan-zoo

A list of all named GANs!

vehicle-license-plate-recognition

:fire: :fire::fire:基于Python的车牌检测和识别系统：

wassersteingan