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UMass-Rescue / ImageSearch_CLIP

A system that creates clip embedding vectors for a large corpus of images, enabling efficient retrieval of images based on natural language text.
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API endpoint added to flask-ML to enable search by image input #51

Closed sravanigona closed 3 weeks ago

sravanigona commented 3 weeks ago
  1. Added /search_by_image endpoint to flask-ml to enable image search using image as an input.
  2. Consolidate similar workflow steps like search faiss and fetch metadata from database into a single function, while maintaining separate functions for text and image embedding generation.