aksg87

adpkd-segmentation-pytorch

Segmentation of kidneys on MRI in Autosomal Dominant Polycystic Kidney

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

3D-VQ-VAE-2

3D VQ-VAE-2 for high-resolution CT scan synthesis

approachingalmost

Approaching (Almost) Any Machine Learning Problem

cornerstoneSideImageLoader

An MPR image loader that reconstructs coronal and sagittal images from axial images.

cxr-ct

Chest CT reconstruction from CXR

Deep-Learning-In-Production

Develop production ready deep learning code, deploy it and scale it

DeepLearningExamples

Deep Learning Examples

dicomp10-to-dicomweb-js

Code to convert from a dicomp10 file to dicomweb format (json metadata + frames + bulkdata)

hydra

Hydra is a framework for elegantly configuring complex applications

hyrda-dl-template-v1

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

libjxl-js

JS/WASM build of libjxl (JPEG-XL)

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

medical-imaging-community

Information about the medical imaging community

MIDeepSeg

[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

ml-system-design-pattern

System design patterns for machine learning

MLfromscratch

Machine Learning algorithm implementations from scratch.

MONAIBootcamp2021

Materials for the 2021 MONAI Bootcamp

nmpevqvae

Neuromorphologicaly Preserving Volumetric Data Encoding Using VQ-VAE

organ-segmentation-tutorial-pytorch

positional_cl

code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation

Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

README-template.md

A README template for anyone to copy and use.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

slackmoji

A collection of 1,000+ popular emoji for Slack and Discord

static-wado

A command line tool to generate static WADO metadata and bulkdata files

tech-interview-questions

Open source tech interview questions

TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.