vision1307

flax

Flax is a neural network library for JAX that is designed for flexibility.

IMLE

Official implementation for IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging

CodeGen

CodeGen is an open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

ControlNet

Let us control diffusion models

Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Final-year-project

This repo contains notebook file of swin transformer and Vision transformer for Cifar-100 & Cifar-10 datasets.

flower

Flower - A Friendly Federated Learning Framework

InterpretDL

InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。

MONAI

AI Toolkit for Healthcare Imaging

msrflute

Federated Learning Utilities and Tools for Experimentation

NDIC

Neural Distributed Image Compression using Common Information (NDIC) [DCC 2022]

nn-zero-to-hero

Neural Networks: Zero to Hero

OmniXAI

OmniXAI: A Library for eXplainable AI

openfl

An open framework for Federated Learning.

openvino

OpenVINO™ Toolkit repository

optax

Optax is a gradient processing and optimization library for JAX.

Score-CAM

[CVPRW 2020] Official implementation of Score-CAM in Pytorch

StainGAN

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swin-transformer-hub

Swin-Transformer Hub

Swin-Transformer-TF

Tensorflow implementation of Swin Transformer model.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

confidenceinterval

The long missing library for python confidence intervals

opmd

AI-assisted screening of oral potentially malignant disorders using smartphone-based photographic images.

oral-lesions-detection

Trying out for custom dataset

slideflow

Deep learning library for digital pathology, with both Tensorflow and PyTorch support.

tutorials

PyTorch tutorials.