Clip retrieval - converting the text query to a CLIP embeddinghttps://rom1504.github.io/clip-retrieval/?back=https%3A%2F%2Fknn.laion.ai&index=laion5B-H-14&useMclip=false
The clip-retrieval package allows for easy computing of clip embeddings and building of a clip retrieval system. It can be used to quickly compute image and text embeddings, build efficient indices, filter data, and host these indices with a simple Flask service. The package also includes a simple UI querying system. The clip-retrieval package has been used by cah-prepro to preprocess 400M image+text for the dataset and by other projects such as autofaiss and antarctic-captions. ClipClient allows remote querying of a clip-retrieval backend via python. The package is installable with pip.