dcl666

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

imgaug

Image augmentation for machine learning experiments.

nodeppt

This is probably the best web presentation tool so far!

awesome-image-classification

A curated list of deep learning image classification papers and codes

torchio

Medical imaging toolkit for deep learning

COVID-CT

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

PINNpapers

Must-read Papers on Physics-Informed Neural Networks.

Platypus

A Free and Open Source Python Library for Multiobjective Optimization

MIScnn

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

pagmo

A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model. State of the art optimization algorithms are included. A common interface is provided to other optimization frameworks/algorithms such as NLOPT, SciPy, SNOPT, IPOPT, GSL

ss-ood

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

Augmentation-PyTorch-Transforms

Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.

covid19.MIScnn

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

Contrastive-COVIDNet

[IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification

JCS

[IEEE TIP 2021] COVID-CS Dataset and Code of JCS: An explainable COVID-19 diagnosis system by joint classification and segmentation

COVID-ViT

BT-Unet

BT-Unet: A self-supervised learning framework

Covid19_Detector

Using Deep Learning to detect Covid-19 from X-Ray/CT scans of patients

L2A-OT

This repository is an unofficial implementation in PyTorch for Learning to Generate Novel Domains for Domain Generalization

Multiobj-Bayes-opt

covid-19-chest-xray-lung-bounding-boxes-dataset

Lung Bounding Boxes of COVID-19 Chest X-ray Dataset.

torchio-notebooks

HyperVolume

Calculating HyperVolume

COVID-19-Detection

Targeted-Self-Supervision

Example code of targeted self supervision

Medical-Image-Triage-and-Classification-System-Based-on-COVID-19-CT-and-X-ray-Scan-Dataset

COVID19_X-rays

Detection of covid from patient's lung X-rays

CE888_COVID

Lungs CT-based Classification for COVID19-vs-Non COVID19