awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-pretrained-stylegan3

A collection of pretrained models for StyleGAN3

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

biobert-pytorch

PyTorch Implementation of BioBERT

brain-segmentation-pytorch

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

brainprep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

creatorcao

creatorcao.github.io

my personal blog https://creatorcao.github.io/

cvt

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

deep-learning-roadmap

my roadmap of learning deep learning

deepcontrast

A deep learning-based fully-automatic intravenous contrast detection tool for head-and-neck and chest CT scans.

diffit

Official Repository for DiffiT: Diffusion Vision Transformers for Image Generation

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

endometriosis-scrnaseq

Code to reproduce analysis and figures for scRNA-seq analysis of endometriosis in Tan et al. 2021.

faceswap-deepfake-pytorch

Faceswap with Pytorch or DeepFake with Pytorch

fastbook

The fastai book, published as Jupyter Notebooks

finetune_llama

简单易懂的LLaMA微调指南。

generative-models

Generative Models by Stability AI

grad-cam-pytorch

PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps

grad-cam.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

hackathon-docs

Hackathon Documentation - Simple to follow examples of how to use FHIR, DICOMweb and other modern helathcare/medical imaging APIs

hybridmodel-gradcam

A Keras implementation of hybrid efficientnet swin transformer model.

improved-wgan-pytorch

Improved WGAN in Pytorch

ivfbot

kaggle-competition

kaggle_leaf_disease_classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

llama-recipes

Examples and recipes for Llama 2 model

llm-scientific-feedback

Can large language models provide useful feedback on research papers? A large-scale empirical analysis.

long_stable_diffusion

Long-form text-to-images generation, using a pipeline of deep generative models (GPT-3 and Stable Diffusion)