Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …

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

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PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

MetaFormer Baselines for Vision (TPAMI 2024)

UNet3+/ UNet++/UNet, used in Deep Automatic Portrait Matting in Pytorth

This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"

MM'21 Main-Track paper

Meta-Polyp: a baseline for efficient Polyp segmentation (CBMS 2023)