This repository contains an Image Search Application that leverages OpenAI's CLIP (Contrastive Language-Image Pretraining) model and Meta's Faiss (Facebook AI Similarity Search) library to enable ...
Abstract: This paper presents a CLIP-based unsupervised learning method for annotation-free multi-label image classification, including three stages: initialization, training, and inference. At the ...
Hritik Bansal* (UCLA), Nishad Singhi* (University of Tübingen), Yu Yang (UCLA), Fan Yin (UCLA), Aditya Grover (UCLA), Kai-Wei Chang (UCLA) Abstract: Multimodal contrastive pretraining has been used to ...
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