clip-image-search

Search images using Open AI's pretrained CLIP model

CommonProductImageImage SearchDeep Learning
clip-image-search is an image search tool based on Open AI's pretrained CLIP model, capable of retrieving images through text or image queries. The CLIP model maps images and text into the same latent space through training, enabling comparison via similarity metrics. This tool utilizes images from the Unsplash dataset and performs k-nearest neighbor searches using Amazon Elasticsearch Service, with query services deployed via AWS Lambda functions and API Gateway, and the frontend developed using Streamlit.
Visit

clip-image-search Visit Over Time

Monthly Visits

515580771

Bounce Rate

37.20%

Page per Visit

5.8

Visit Duration

00:06:42

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