Random Seed Selection for Computer Vision

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Source arXiv

Computer Vision

Random Seed Selection for Computer Vision

Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision

In this paper i investigate the effect of random seed selection on the accuracy when using popular deep learning architectures for computer vision.

The conclusions are that even if the variance is not very large, it issurprisingly easy to find an outlier that performs much better or much worsethan the average.

Authors

David Picard

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