Semantic Segmentation Models Computer Vision Tools

There are 36 semantic segmentation models tools tracked. The highest-rated is WangLibo1995/GeoSeg at 48/100 with 1,046 stars.

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#	Tool	Score	Tier	Stars	Language
1	WangLibo1995/GeoSeg UNetFormer: A UNet-like transformer for efficient semantic segmentation of...	48	Emerging	1,046	Python
2	cvjena/cn24 Convolutional (Patch) Networks for Semantic Segmentation	47	Emerging	123	C++
3	TUI-NICR/EMSANet EMSANet: Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments	44	Emerging	71	Python
4	qizhuli/Weakly-Supervised-Panoptic-Segmentation Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)	42	Emerging	162	MATLAB
5	KieDani/SegformerPlusPlus Official implementation of "Segformer++: Efficient Token-Merging Strategies...	36	Emerging	26	Python
6	ManuelPalermo/AndroidVideoSegmentation Android video semantic segmentation using DeeplabV3+ lite	36	Emerging	10	Java
7	nmhaddad/semantic-segmentation Off-Road Perception with DeepLabV3+	32	Emerging	37	Python
8	liuziwei7/region-conv Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep...	32	Emerging	108	Cuda
9	aavek/Satellite-Image-Road-Segmentation Graph Reasoned Multi-Scale Road Segmentation in Remote Sensing Imagery	32	Emerging	31	Python
10	caixiongjiang/FastSegFormer [ISSN 0168-1699, COMPUT ELECTRON AGR 2024] FastSegFormer: A knowledge...	30	Emerging	22	Python
11	Junjue-Wang/FactSeg [TGRS 2021] FactSeg: Foreground Activation Driven Small Object Semantic...	29	Experimental	80	Python
12	YonghaoXu/CRGNet [IEEE TIP 2022] Consistency-Regularized Region-Growing Network for Semantic...	29	Experimental	38	Python
13	Dalageo/road-segmentation-idd Distinguishing Urban Roads from Non-Road Regions in the Indian Driving...	26	Experimental	8	Jupyter Notebook
14	yc-cui/PreMix [ISPRS 2025] Pansharpening via predictive filtering with element-wise feature mixing	26	Experimental	7	Python
15	iurada/neutron-segmentation Official repository of our work "Transient Fault Tolerant Semantic...	25	Experimental	7	Python
16	r-wenger/MultiFranceFences Code for MultiFranceFences dataset and benchmark models.	22	Experimental	5	Python
17	Sudheendra-Peddiraju/ADE20k-Lightweight-Semantic-Segmentation Exploring lightweight MobileNet-based semantic segmentation models on ADE20K...	21	Experimental	—	Jupyter Notebook
18	amramer/Semantic-Segmentation-for-Autonomous-Vehicles This project focuses on semantic segmentation using the BDD100K dataset, a...	20	Experimental	5	Jupyter Notebook
19	KentaItakura/Semantic-segmentation-using-Pascal-VOC-with-MATLAB This example shows how to train a semantic segmentation network using deep learning.	19	Experimental	4	MATLAB
20	1062270094zsl-cloud/transformer-few-shot-segmentation Transformer Few-Shot Semantic Segmentation - 评估不同监督级别的 Transformer 骨干对...	17	Experimental	—	—
21	project4earth/TerraSegNet TerraSegNet: Bilateral Axial Attention Network for Remote Sensing Image...	17	Experimental	—	Python
22	Louiscrrn/Semantic-Segmentation-DroneDataset Comparative Study of CNN and Vision Transformer architectures for...	16	Experimental	2	Python
23	cool-machine/transformer-based-image-segmentation AI-Powered Image Segmentation System - Production-ready computer vision...	14	Experimental	—	Jupyter Notebook
24	tajwarchy/semantic-segmentation Semantic segmentation on PASCAL VOC 2012 using DeepLabV3+ ResNet50. Achieves...	14	Experimental	—	Python
25	AndrewDarnall/MSLesSeg-4-ICPR Proposed SegFormer3D and SegFormer3DMoE-based architectures for automated...	13	Experimental	—	Shell
26	GOKULPRASANTH-M/ViMbaFormer-A-Hybrid-Vision-Mamba-Unet-Architecture-for-UAV-Semantic-Segmentation ViMbaFormer is a hybrid semantic segmentation framework designed for...	13	Experimental	—	—
27	francescopiocirillo/semantic-segmentation-deeplabv3-pytorch 🤖 Comprehensive study & optimization of semantic segmentation models for...	13	Experimental	—	Jupyter Notebook
28	Dhanvika27/road-scene-segmentation Semantic segmentation of road scenes using U-Net with EfficientNetB0 on the...	13	Experimental	—	Jupyter Notebook
29	shauryagh/offroad-navigation-intelligence-system Off-road navigation intelligence system using semantic segmentation to help...	13	Experimental	—	—
30	MohammedAfthab18/Image-segmentation-using-detectron2 This computer vision project empowers you to excel in the fields of object...	12	Experimental	7	Jupyter Notebook
31	luddias/RoadGridMapper-Segformer 🤖 Segmentação de faixas de estrada utilizando o Segformer	11	Experimental	—	—
32	faizanali710/LUMS-Road-Dataset This dataset contains 2,224 images captured within the LUMS campus, each...	11	Experimental	—	—
33	bsridatta/Panoptic-Segmentaion-AIWB Panoptic Segmentation - Internship @ AI without Borders 2019	11	Experimental	4	—
34	ayushgoel24/Panoptic-Segmentation-using-SOLO Modified state-of-the-art EfficientPS model by replacing the instance head...	11	Experimental	—	—
35	kanndil/Panoptic-Segmentation-Cityscapes Panoptic Segmentation on The Cityscapes Dataset for traffic environments.	11	Experimental	—	—
36	RockENZO/Road_Semantic_Segmentation_CV This repository contains code and results for a semantic segmentation...	11	Experimental	2	Jupyter Notebook