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📢New dataset!📢 RedCaps: 12M image-text pairs from Reddit for vision and vision-and-language applications.
Website: redcaps.xyz
Paper: arxiv.org/abs/2111.11431
Check out captions from a RedCaps-trained model!⬇️
Try more here: huggingface.co/spaces/umichVi…
What's new?🧵1/8
Website: redcaps.xyz
Paper: arxiv.org/abs/2111.11431
Check out captions from a RedCaps-trained model!⬇️
Try more here: huggingface.co/spaces/umichVi…
What's new?🧵1/8
Conversational flavor of data: RedCaps data is created with a specific intent of human interaction on social media. Reddit users have an incentive (upvotes) to upload high-quality data — sometimes witty or emotional, unlike HTML alt-text. 2/8
Subreddits: We collect data from 350 manually chosen subreddits. Largest subreddits show that Reddit users like to share pets, hobbies, photography! These subreddits let us steer data distribution, and provide image labels even when captions don’t mention objects in image. 3/8
