GitHub

Semantic Segmentation with Hugging Face SegFormer, PyTorch and Segments.ai

This repo provides no trainer version of Hugging Face SegFormer model in PyTorch framework. The dataset is built with Segments.ai and released to Hugging Face. train_hf.py provides Trainer version for ...
pharmaphorum

The patient segmentation model

Dividing patients into groups based on how they behave towards their condition can aid understanding of the issues that affect them and improve outcomes, such as quality of life in long-term ...
IEEE

A Lightweight Semantic Segmentation Network Based on Self-Attention Mechanism and State Space Model for Efficient Urban Scene Segmentation

Abstract: In the semantic segmentation of remote sensing images, methods based on convolutional neural networks (CNNs) and Transformers have been extensively studied. Nevertheless, CNN struggles to ...
GitHub

U2Seg: Unsupervised Universal Image Segmentation

U2Seg has 4 stages: 1) generating pseudo instance masks with MaskCut and clustering, 2) generating pseudo semantic masks with STEGO and 3) merging instance masks, semantic masks to get pseudo labels ...