tangzhenyu/SemanticSegmentation_DL resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1102 stars · 312 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated collection of papers, survey articles, and dataset links for semantic segmentation with deep learning, plus some Jupyter Notebook implementations. It serves primarily as a reference list rather than a production software tool.

Use cases

• find datasets for training a semantic segmentation model
• survey deep learning papers on semantic segmentation
• get started learning image segmentation with deep learning
• compare segmentation benchmarks like Cityscapes, ADE20K, and VOC2012
• find reference implementations of segmentation models in notebooks

When to choose

• you need a curated index of segmentation datasets and papers
• you are researching or learning semantic segmentation techniques
• you want quick links to benchmarks like PASCAL VOC, Cityscapes, or COCO-Stuff

When to avoid

• you need a maintained, production-ready segmentation library
• you require a licensed, supported codebase for deployment
• you need actively updated state-of-the-art model implementations

Facets

learning-resource · maturity maintenance

computer-vision image-processing machine-learning deep-learning computer-vision machine-learning deep-learning autonomous-vehicles tutorials python cross-platform semantic-segmentation awesome-list datasets papers jupyter-notebook survey

Member repositories

For agents

markdown · JSON · MCP: product_card(name="tangzhenyu/SemanticSegmentation_DL")