luisdavid64

LIOT

A novel local intensity order transformation for robust curvilinear object segmentation(TIP)

CS-Net

CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)

ICoNIK

Awesome-Implicit-Neural-Representations-in-Medical-imaging

[ICCV 2023] A curated list of resources on implicit neural representations in Medical Imaging

niicat

This is a tool to quickly preview nifti images on the terminal

NIK_MRI

Repository for neural implicit k-space project

MRAugment

MRAugment: physics-aware data augmentation for deep learning based accelerated MRI reconstruction

nnUNet

MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

MONAI

AI Toolkit for Healthcare Imaging

3D-UNet-PyTorch-Implementation

The implementation of 3D-UNet using PyTorch

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

vessap

Experimental code and examples for: Automated analysis of whole brain vasculature using machine learning

NeRP

Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction

awesome-implicit-representations

A curated list of resources on implicit neural representations.

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

clDice

Betti-matching

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

autodistill

Images to inference with no labeling (use foundation models to train supervised models).

optimizers

For optimization algorithm research and development.

pytorch-gradual-warmup-lr

Gradually-Warmup Learning Rate Scheduler for PyTorch

DeepSDF

Learning Continuous Signed Distance Functions for Shape Representation

copy-paste-aug

Copy-paste augmentation for segmentation and detection tasks

RegionCLIP

[CVPR 2022] Official code for "RegionCLIP: Region-based Language-Image Pretraining"

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

EVA

EVA Series: Visual Representation Fantasies from BAAI

CORA

A DETR-style framework for open-vocabulary detection (OVD). CVPR 2023

hyperspectral_image_generator

Hyperspectral image generator with augmentation for Keras