A data curation and training recipe that scales CLIP from English-only data to 300+ languages from scratch, breaking the curse of multilinguality at ViT-H/14 scale.
The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale.International journal of computer vision , 128(7):1956–1981,
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Meta CLIP 2: A Worldwide Scaling Recipe
A data curation and training recipe that scales CLIP from English-only data to 300+ languages from scratch, breaking the curse of multilinguality at ViT-H/14 scale.