852 Open source projects that are alternatives of or similar to VT-UNet

SOTA Semantic Segmentation Models in PyTorch

A collection of SOTA Image Classification Models in PyTorch

AdaSpeech: Adaptive Text to Speech for Custom Voice

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Pytorch implementation of Paper by Google Research - Representation Learning for Information Extraction from Form-like Documents.

ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

SwinIR: Image Restoration Using Swin Transformer (official repository)

Official PyTorch implementation of SegFormer

LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

Multimodal Brain Tumor Segmentation Challenge 2018

🍀 Pytorch Implementation of RandLA-Net (https://arxiv.org/abs/1911.11236)

Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

The implementation of 3D-UNet using PyTorch

Source code for our "TitleStylist" paper at ACL 2020

a collection of visualization function

Vision Transformer for 3D medical image registration (Pytorch).

Unofficial code base for UNETR: Transformers for 3D Medical Image Segmentation

The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).

pix2tex: Using a ViT to convert images of equations into LaTeX code.

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

You Only Look at One Sequence (NeurIPS 2021)

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

Advanced Normalization Tools in R

The ENIGMA Toolbox is an open-source repository for accessing 100+ ENIGMA statistical maps, visualizing cortical and subcortical surface data, and relating neuroimaging findings to micro- and macroscale brain organization. 🤠

Graph theory analysis of brain MRI data

Lesion and prostate masks for the PROSTATEx training dataset, after a lesion-by-lesion quality check.

Python implementations of GRAPPA-like algorithms.

Neural networks to segment some type of biomedical images

MIRT: Michigan Image Reconstruction Toolbox (Julia version)

Open resource exchange platform for non-human primate neuroimaging

PyTorch Implementation of Small Lesion Segmentation in Brain MRIs with Subpixel Embedding (ORAL, MICCAIW 2021)

NumPy, SciPy, MRI and Music | Presented at ISMRM 2021 Sunrise Educational Session

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

Resurces for MRI images processing and deep learning in 3D

BIDScoin converts your source-level neuroimaging data to BIDS

A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.

Compressed Sensing and Motion Correction LAB: An MR acquisition and reconstruction system

Smart India Hackathon 2019 project given by the Department of Atomic Energy

Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.

A medical image converter

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

Repository for Project Insight: NLP as a Service

jemal gem – Ruby interface to jemalloc

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.

A PyTorch Implementation of Convolutional Conditional Neural Process.

Comprehensive and open-source library of analysis tools for MRI of the spinal cord.

Stanford University Rad229 Class Code: MRI Signals and Sequences

A robust, easy-to-deploy non-uniform Fast Fourier Transform in TensorFlow.

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

PostHTML is a tool to transform HTML/XML with JS plugins

Awesome Magnetic Resonance Imaging (MRI)