CLIP learns from image-caption pairs to place related pictures and words near each other in one space, enabling zero-shot classification and text-based image search. It is a foundational building block for many multimodal and open-vocabulary systems.
The book · Volume 6 of 7
AI for Video: A Complete Guide to Intelligence in Video Products: From Models and Inference to Computer Vision, Speech, Search, and Generative Video
CLIP lets you search footage with plain text and classify frames without training a model for each label. Volume 6 covers it in context: computer vision, search and RAG over video archives, model artifacts and deployment, so you can use CLIP embeddings for video search that finds what users type. Written by Nikolay Sapunov, CEO at Fora Soft.
Want text search over your video library using CLIP embeddings?
We will prototype CLIP-based search on a sample of your archive and send an architecture with indexing cost and search quality. 250+ video products shipped since 2005.
