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sthalles / SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
https://sthalles.github.io/simple-self-supervised-learning/
MIT License
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No upscale in image augmentation? #56

Closed vedantroy closed 1 year ago

vedantroy commented 1 year ago

The SimCLR paper says:

In this work, we sequentially apply three simple augmentations: random cropping followed by resize back to the original size, random color distortions, and random Gaussian blur

but it seems like the augmentations used in this repository first do a random crop, but do not afterwards resize the crop back to the original size. Why the difference? Am I misunderstanding the SimCLR paper?