heavyknight

StableTwoUnet

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

LDM-Diffusion-sem

The-GAN-Book

The GAN Book: Train stable Generative Adversarial Networks using TensorFlow2, Keras and Python.

Assist

This repository includes Generative AI for medical imaging, primarily focused on Brain MRI

semantic-diffusion-model

Official Implementation of Semantic Image Synthesis via Diffusion Models

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

awesome-face-generation

Basic GAN frameworks and approaches for face swap, reenactment, and stylizing.

GSAL

[PR2023] The Code of "GSAL: Geometric Structure Adversarial Learning for Robust Medical Image Segmentation"

FCN-pytorch

🚘 Easiest Fully Convolutional Networks

JSeg

JSeg is a Semantic segmentation toolbox based on MMSegmentation and Jittor

CCBANet

CCBANet: Cascading Context and Balancing Attention for Polyp Segmentation

ACSNet

MICCAI 2020 : Adaptive Context Selection for Polyp Segmentation (Pytorch implementation).

HSNet

[CIBM22] HSNet: A Hybrid Semantic Network for Polyp Segmentation.

Awesome-Polyp-Segmentation

SCM

ArSDM

[MICCAI-2023] ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

conditional-polyp-diffusion

GANs-Regularization-Review

Some codes and studies of regularization and normalization in GANs

pytorch-energy-based-model

Simple illustrative examples for energy-based models in PyTorch

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

RetNet

Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent, and chunkwise forward.

metfaces-dataset

ffhq-dataset

Flickr-Faces-HQ Dataset (FFHQ)

stylegan3

Official PyTorch implementation of StyleGAN3

Mobile-UNet

PyTorch implementation of Mobile-UNet.

MetaPolyp-CBMS2023

Meta-Polyp: a baseline for efficient Polyp segmentation (CBMS 2023)

DilatedSegNet

DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation

CASCADE