CielAl

torch-staintools

Pytorch-adaptation of GPU-accelerated StainTool's stain normalization algorithms

pytorch-grad-cam_batch

PyTorch implementation of Grad-CAM

hovernet_lite

compact version of the official hovernet impl in pytorch

PatchySan

Matlab Implementation of PatchySan

pytorch-carcino-net

Pytorch implementation of carcino-net

artifact

Barrage

dota1_ai_legacy

FGS_Replicate

The naive replication of Yuting Zhang`s paper:"Improving Object Detection with Deep Convolutional Networks"

pycodelib

SimCLR-Lightning

A tutorial of implementing/training/finetuning the SimCLR model with Pytorch Lightning.

Calendar

Homework Assignment of CSE330 (WUSTL).

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

cloudcomputation

EatUp

CSE437S

fastai

The fastai deep learning library

H5Database

HistoQC

HistoQC is an open-source quality control tool for digital pathology slides

Leetcode

Feel Bored.

loadmat_v73

load V7.3 or above mat files in python.

PathCNN

Pathology image classifier architecture

py_common

Common utils for my own projects and playing around codes.

PyTorch-StainGan

A clean and readable Pytorch implementation of CycleGAN/StainGan

pytorch_generic_unet

Generic implementation of pytorch basic and nested unet.

PytorchUnet

An implementation of Unet for pytorch designed for digital pathology segmentation

ROICrop

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

SRCNN

Convolutional Neural Network for constructing Super-Resolution Images

StainTools

Tools for tissue image stain normalization and augmentation in Python 3. [python, scientific]

torchvahadane

Gpu accelerated vahadane stain normalization for Digital Pathology workflows.