awesome-semantic-segmentation
github.com/mrgloom/awesome-semantic-segmentation ↗:metal: awesome-semantic-segmentation
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Networks by architectureRNNGANSGraphical Models (CRF, MRF)Datasets:BenchmarksEvaluation codeStarter codeAnnotation Tools:Results:MetricsLossesOther listsMedical image segmentation:Satellite images segmentationVideo segmentationAutonomous drivingNetworks by framework (Older list)Papers and Code (Older list)To look atBlog posts, other:
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me semantic segmentation resources from awesome-semantic-segmentation"
Installation instructions →What's inside
Datasets:
Results:
Blog posts, other:
Networks by architecture
- http://cvlab.postech.ac.kr/research/deconvnet/Semantic segmentation
- http://openaccess.thecvf.com/content_cvpr_2018/papers/Yang_DenseASPP_for_Semantic_CVPR_2018_paper.pdfSemantic segmentation
- http://presentations.cocodataset.org/COCO17-Stuff-FAIR.pdfSemantic segmentation
- https://arxiv.org/ftp/arxiv/papers/1802/1802.06955.pdfSemantic segmentation
- https://arxiv.org/pdf/1505.04366.pdfSemantic segmentation
- https://arxiv.org/pdf/1505.04597.pdfSemantic segmentation
Graphical Models (CRF, MRF)
Papers and Code (Older list)
Medical image segmentation:
- http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net/
- http://people.idsia.ch/~juergen/nips2012.pdf
- https://camelyon16.grand-challenge.org/
- https://github.com/albarqouni/Deep-Learning-for-Medical-Applications#segmentation
- https://github.com/beamandrew/medical-data
- https://github.com/DLTK/DLTK/tree/master/examples/applications/MRBrainS13_tissue_segmentation
RNN
- https://arxiv.org/pdf/1505.00393.pdf
- https://arxiv.org/pdf/1511.07053.pdf
- https://arxiv.org/pdf/1511.08250.pdfInstance aware segmentation
- https://github.com/bernard24/RISInstance aware segmentation
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