Nftopia.ai - Visual semantic search for NFTs using OpenAI's CLIP (x-post /r/MachineLearning)

Web: https://www.reddit.com/r/computervision/comments/unfbuo/nftopiaai_visual_semantic_search_for_nfts_using/

Hi! My colleagues & I indexed about 1.1 million NFT images from across 21 thousand collections using OpenAI's CLIP and put it behind a website. Please let us know what you think!

Specifically, we embed all these images using clip & expose two functionalities. The search bar embeds the input query & retrieves similar images. The "+more like this" is image search that retrieves other NFTs similar to it in the image space. We use Pinecone to power the approximate …

ai clip computervision machinelearning nfts openai post search semantic