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MambaOut: Do We Really Need Mamba for Vision?

Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge

[MICCAI 2024] On-the-Fly Guidance Training for Medical Image Registration. Pre-print available in link below.

Mamba SSM architecture

MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration

PyTorch implementations of Generative Adversarial Networks.

Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge (IEEE Transactions on Medical Imaging 2021))

Advanced Normalization Tools (ANTs)

tracking medical datasets, with a focus on medical imaging

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

tracking medical datasets, with a focus on medical imaging

voxelmorch pythorch 精简版本

Unsupervised Learning for Image Registration

pytorch structural similarity (SSIM) loss

MSRS: Multi-Spectral Road Scenarios for Practical Infrared and Visible Image Fusion

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

Implementations of recent research prototypes/demonstrations using MONAI.

Quickly start the Qsign service on Windows

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

This repo is a pipeline of VITS finetuning for fast speaker adaptation TTS, and many-to-many voice conversion

How To Ask Questions The Smart Way 《提问的智慧》中文版

GUI for a Vocal Remover that uses Deep Neural Networks.

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …