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Trends in Computer Vision with Georgia Gkioxari - #549
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Transformers in Computer Vision
Transformers have finally coming into computer vision. They treat images like a sequence of tokens, so small neighborhoods of the image. It's still quite unknown to us whether transformers work well in the low data regime. But we definitely know that for large data, we're talking hundreds of millions of images and more transformers are quite impactful.
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