chn-lee-yumi/MaterialSearch
Semantic search. Search local photos and videos through natural language. AI语义搜索本地素材。以图搜图、查找本地素材、根据文字描述匹配画面、视频帧搜索、根据画面描述搜索视频。 observed · 2026-08-28
Health v2 · maintenance only
73/100
- Activity 83
- Release rhythm 51
- Longevity 90
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: 92
- age_days: 1266
- days_rel: 167
- days_push: 102
- n_releases_24m: 2
Adoption not part of the score
1949 stars · 217 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
MaterialSearch is a self-hosted semantic search tool that indexes local photos and videos using a CLIP multimodal model, letting users find media via natural-language text or by example images. It runs fully offline with a browser-based front-end and a Python core available as a pip package.
Use cases
- find local photos by describing them in text
- reverse image search across my local photo library
- search videos by describing the scene
- find which video a screenshot came from
- locate video clips matching a text description
- index my NAS photo and video collection for semantic search
When to choose
- you have a large local media library and no organized tags or filenames
- you need fully offline, privacy-preserving media search
- you want both text-to-image and image-to-video reverse search
- you want a Docker or Windows bundle deployment on a PC or NAS
When to avoid
- you need cloud-scale or multi-user hosted search
- you require OCR or text-in-image search rather than visual semantics
- you need a fully open-source API implementation (the API layer is not open-source)
- you cannot run GPU or reasonably fast CPU inference for indexing
Facets
application · maturity active
search-engine image-processing video-processing machine-learning http-server image-processing artificial-intelligence self-hosted media windows self-hosted python semantic-search clip reverse-image-search local-photos video-frame-search privacy-first multimodal video search linux docker web-server
2 sources
- readme: https://github.com/chn-lee-yumi/MaterialSearch · fetched 2026-08-28 · efd18ab3ea02
- homepage: http://materialsearch.gcc.ac.cn/ · fetched 2026-08-29 · 461950532670
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| chn-lee-yumi/MaterialSearch | main | 73 |
For agents
markdown · JSON · MCP: product_card(name="chn-lee-yumi/MaterialSearch")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem