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Conceptual Captions 3M
The Conceptual Captions 3M dataset is a large-scale image-text dataset used for vision-language pre-training. -
EPIC: Leveraging Per Image-Token Consistency for Vision-Language Pre-training
The proposed EPIC method is a pre-training approach that leverages more text tokens for learning vision-language associations. -
COCO Captions
Object detection is a fundamental task in computer vision, requiring large annotated datasets that are difficult to collect. -
Visual Genome
The Visual Genome dataset is a large-scale visual question answering dataset, containing 1.5 million images, each with 15-30 annotated entities, attributes, and relationships.