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High-performance self-supervised image classification

ai.facebook.com

22 points by olibaw 5 years ago · 2 comments

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homarp 5 years ago

"For instance, our technique requires only 6 hours and 15 minutes to achieve 72.1 percent top-1 accuracy with a standard ResNet-50 on ImageNet, using 64 V100 16GB GPUs. Previous self-supervised methods required at least 6x more computing power and still achieved worse performance."

PyTorch code: https://github.com/facebookresearch/swav

phenkdo 5 years ago

Hi, this is a very interesting project. Are you considering including temporality into this? Video understanding for example.

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