johanmodin/clifs
CLIFS is a proof-of-concept video search engine that uses OpenAI's CLIP model to find frames matching free-text queries.
Not currently ranked — collecting fresh signals.
star history
The system extracts features from video frames using CLIP’s image encoder, then converts search queries to embeddings via CLIP’s text encoder. Matching is performed by computing cosine similarity between query and frame embeddings, returning top results above a configurable threshold. A Django web server provides a REST interface to the search engine, deployed via Docker containers with optional GPU support.
Frequently asked
- What is johanmodin/clifs?
- CLIFS is a proof-of-concept video search engine that uses OpenAI's CLIP model to find frames matching free-text queries.
- Is clifs open source?
- Yes — johanmodin/clifs is open source, released under the Apache-2.0 license.
- What language is clifs written in?
- johanmodin/clifs is primarily written in JavaScript.
- How popular is clifs?
- johanmodin/clifs has 484 stars on GitHub.
- Where can I find clifs?
- johanmodin/clifs is on GitHub at https://github.com/johanmodin/clifs.