soulteary/simple-image-search-engine
图片搜索引擎，很简单。三步构建属于你自己的图片搜索引擎，掌握向量数据库和以图搜图、文本搜索图片。
Leverages Redis as a lightweight vector database for storing and querying image embeddings, with FFmpeg for dataset preparation. Implements dual-modal search capabilities using CLIP-style embeddings to enable both reverse image lookup and natural language-based image retrieval. The architecture uses vector indexing within Redis to efficiently perform similarity searches across large image collections.
151 stars. No commits in the last 6 months.
Stars
151
Forks
42
Language
Python
License
Apache-2.0
Category
Last pushed
Nov 25, 2023
Commits (30d)
0
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