A photo says which object, a text says how it should look. 202 instances, 1,883 composed queries, 752K curated hard negatives as hard as 40M random distractors, and an interactive dataset browser.

Unlock Remarkable Image Retrieval PGVector: Your 5-Step Guide to Visual Search Excellence Have you ever wondered how powerful platforms like Google Images, e-commerce sites, or even social media applications instantly find visually similar content from vast datasets? The secret lies in advanced image retrieval techniques. In an age dominated by visual information, the ability to effectively search and organize images based on their content, rather than just text tags, is not just a luxury—it's a necessity. This article will guide you through the exciting world of content-based image retrieval, specifically focusing on how to build a robust system using…

Conditional image retrieval (CIR), which involves retrieving images by a query image along with user-specified conditions, is essential in computer vision research for efficient image search and autom...