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High-performance self-supervised image classification

22 pointsby olibawalmost 5 years ago

2 comments

homarpalmost 5 years ago
&quot;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.&quot;<p>PyTorch code: <a href="https:&#x2F;&#x2F;github.com&#x2F;facebookresearch&#x2F;swav" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;facebookresearch&#x2F;swav</a>
phenkdoalmost 5 years ago
Hi, this is a very interesting project. Are you considering including temporality into this? Video understanding for example.