daruijin Goto Github PK

asap

Program for the analysis and visualization of whole-slide images in digital pathology

blind_image_quality_toolbox

Collection of Blind Image Quality Metrics in Matlab

camelyon

The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.

care

[NeurIPS 2021] Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning

cream

This is a collection of our NAS and Vision Transformer work.

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

daruijin.github.io

A minimal Jekyll Theme to host your resume (CV)

deep-forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

histolab

Library for Digital Pathology Image Processing

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

matlabpyrtools

MatLab tools for multi-scale image processing, including Laplacian pyramids, Wavelets, and Steerable Pyramids

mean-teacher

A state-of-the-art semi-supervised method for image recognition

metaformer

MetaFormer Baselines for Vision

mil-nature-medicine-2019

monai

AI Toolkit for Healthcare Imaging

mttr

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

shadowsocksr-csharp

sr-ifcm

staintools

Tools for tissue image stain normalisation and augmentation in Python 3

standard-readme

A standard style for README files

swin-transformer

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

torchstain

Stain normalization tools for histological analysis and computational pathology

transmil

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification