pytorch-3dunet

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

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-enhance

Open-source Library of Image Super-Resolution Models, Datasets, and Metrics for Benchmarking or Pretrained Use

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-implementation-of-foldingnet-encoder-and-decoder-with-graph-pooling-covariance-add-quanti

pytorch-iternet

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch-unet-1

Tunable U-Net implementation in PyTorch

pytorch_integrated_cell

Integrated Cell project implemented in pytorch

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

retina-unet

Retina blood vessel segmentation with a convolutional neural network

rfcn

rfnet-4d

Code release for ECCV 2022 paper "RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds"

segloss

A collection of loss functions for medical image segmentation

segmentify

Python image segmentation plugin

sentidiff3d

shapr

SHAPR - An AI approach to predict 3D cell shapes from 2D microscopic images

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

spatial-transformer-for-3d-point-clouds

spatial transformer for 3d point clouds

stardist-napari

stylegan_pytorch

The implementation of StyleGAN on PyTorch 1.0.1

swiple

Swiple enables you to easily observe, understand, validate and improve the quality of your data

tearingnet

Source code for the paper "TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations"

tearingnetnew

test_pypi

tif2blender

Loading and handling microscopy data in blender

tiler

N-dimensional NumPy array tiling and merging with overlapping, padding and tapering

timeseries-clustering-vae

Variational Recurrent Autoencoder for timeseries clustering in pytorch

timesformer

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"