Alpha10/image-search-engine

Image Search Engine

This repository contains the code to build an image search engine with CLIP and FAISS

If you want to know more about the project, please check out this blog

If you want a video walkthrough of the project, check out this video

Project Overview

• —We will use CLIP to create an embedding for source images, the query image and also the query text
• —We will add the embeddings to FAISS
• —We will run a similarity search on embeddings with FAISS
• —A live app will be deployed with Gradio