Semantic Segmentation Techniques Computer Vision Tools

There are 25 semantic segmentation techniques tools tracked. 2 score above 50 (established tier). The highest-rated is hkchengrex/CascadePSP at 52/100 with 878 stars.

Get all 25 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=semantic-segmentation-techniques&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	hkchengrex/CascadePSP [CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution...	52	Established	878	Python
2	nv-tlabs/GSCNN Gated-Shape CNN for Semantic Segmentation (ICCV 2019)	51	Established	937	Python
3	lim-anggun/FgSegNet FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using...	49	Emerging	248	Jupyter Notebook
4	jiwoon-ahn/irn Weakly Supervised Learning of Instance Segmentation with Inter-pixel...	49	Emerging	535	Python
5	suyukun666/UFO Official PyTorch implementation of the “A Unified Transformer Framework for...	46	Emerging	302	Python
6	Chrisding/seal Code for Simultaneous Edge Alignment and Learning (SEAL)	44	Emerging	123	C++
7	tfzhou/ProtoSeg CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View	43	Emerging	388	Python
8	noelshin/PixelPick [ICCVW'21 Best Paper Award] All you need are a few pixels: semantic...	41	Emerging	67	HTML
9	ViTAE-Transformer/Remote-Sensing-RVSA The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards...	41	Emerging	467	Python
10	wctu/SEAL Learning Superpixels with Segmentation-Aware Affinity Loss	40	Emerging	97	C++
11	noelshin/selfmask [CVPRW'22] Unsupervised Salient Object Detection With Spectral Cluster Voting	35	Emerging	65	Python
12	noelshin/reco [NeurIPS'22] ReCo: Retrieve and Co-segment for Zero-shot Transfer	35	Emerging	63	Python
13	Ni-Chen/3D-MB-HoloNet Code of "Model-based holographic network for 3D particle imaging", IEEE...	34	Emerging	7	MATLAB
14	DegangWang97/IEEE_TGRS_PDBSNet [TGRS 2023 ESI Highly Cited Paper (TOP 1%)] PDBSNet: Pixel-Shuffle...	32	Emerging	20	Python
15	HSG-AIML/MaskedSST Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023)....	32	Emerging	40	Python
16	KuangJuiHsu/DeepCO3 [CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and...	31	Emerging	137	MATLAB
17	PAGF188/RAXO [ICCV 2025] Superpowering Open-Vocabulary Object Detectors for X-ray Vision	29	Experimental	14	Python
18	DegangWang97/IEEE_GRSL_PUNNet [GRSL 2024] Global Feature-Injected Blind-Spot Network for Hyperspectral...	29	Experimental	7	Python
19	DegangWang97/IEEE_TGRS_DirectNet [TGRS 2024 ESI Highly Cited Paper (TOP 1%)] Sliding Dual-Window-Inspired...	27	Experimental	13	Python
20	scuwyh2000/RandBox [ICCV 2023] PyTorch implementation of RandBox	25	Experimental	56	Python
21	HaLongbao/LRRNet It’s Not the Target, It’s the Background: Rethinking Infrared Small Target...	24	Experimental	13	Python
22	hynnsk/PPAP This is the official pytorch implementation of "Progressive Proxy Anchor...	22	Experimental	18	Python
23	chaofanma/AttrSeg [NeurIPS 2023] "AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute...	22	Experimental	3	—
24	ruohaoguo/UniTR Official Implementation of "UniTR: A Unified TRansformer-based Framework for...	20	Experimental	6	Python
25	apicis/aff-seg Official repository of the paper "Segmenting Object Affordances:...	20	Experimental	5	Python

Comparisons in this category

IEEE_TGRS_PDBSNet and IEEE_TGRS_DirectNet (32 vs 27) IEEE_TGRS_PDBSNet and IEEE_GRSL_PUNNet (32 vs 29)