Dataset Card for Conceptual Captions (CC3M) Table of Contents Dataset Description Dataset Summary Additional Information Dataset Curators Licensing Information Citation Information Dataset Description Homepage: Conceptual Captions homepage Repository: Conceptual Captions repository Paper: Conceptual Captions: A Cleaned, Hypernymed, Image Alt text Dataset For Automatic Image Captioning Leaderboard: Conceptual Captions leaderboardhttps://ai.google.com/research/ConceptualCaptions/leaderboard?active tab=leaderboard Point of Contact: Conceptual Captions e mail Dataset Summary Conceptual Captions is a dataset consisting of ~3.3M images annotated with captions. In contrast with the curated style of other image caption annotations, Conceptual Caption images and their raw descriptions are harvested from the web, and therefore represent a wider variety of styles. More precisely, the raw descriptions are harvested from the Alt text HTML attribute associated with web images. To arrive at the current version of the captions, we have developed an automatic pipeline that extracts, filters, and transforms candidate image/caption pairs, with the goal of achieving a balance of cleanliness, informati…
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