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High-performance self-supervised image classification
- homarp 6y 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 https://github.com/facebookresearch/swav
- phenkdo 6y agoHi, this is a very interesting project. Are you considering including temporality into this? Video understanding for example.