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[R] Video Analysis: Processing Megapixel Images with Deep Attention-Sampling Models

https://youtu.be/H6Qiegq_36c

Current CNNs have to downsample large images before processing them, which can lose a lot of detail information. This paper proposes attention sampling, which learns to selectively process parts of any large image in full resolution, while discarding uninteresting bits. This leads to enormous gains in speed and memory consumption.

submitted by /u/ykilcher
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