Wonjun Lee's starred repositories
Self-Attention-GAN
Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)
the-gan-zoo
A list of all named GANs!
GAN-Augmented-Pet-Classifier
Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection - Paper Implementation and Supplementary Materials
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
PaDiM-Anomaly-Detection-Localization-master
This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”.
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
awesome-public-datasets
A topic-centric list of HQ open datasets.
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
spikformer
ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch
DCGAN LSGAN WGAN-GP DRAGAN PyTorch
pytorch-wgan
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
pytorch-gan-collections
PyTorch implementation of DCGAN, WGAN-GP and SNGAN.
FullySpikingVAE
Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]
sagan-pytorch
Self-Attention Generative Adversarial Networks Implementation in PyTorch
pytorch-diffusion
A basic PyTorch implementation of 'Denoising Diffusion Probabilistic Models'
Diffusion-Models-pytorch
Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch