AugMix

Introduced by Hendrycks et al. in AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

AugMix mixes augmented images through linear interpolations. Consequently it is like Mixup but instead mixes augmented versions of the same image.

Source: AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

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Paper	Code	Results	Date	Stars

Task	Papers	Share
Image Classification	6	33.33%
Domain Generalization	2	11.11%
Object Detection	1	5.56%
Image Augmentation	1	5.56%
Style Transfer	1	5.56%
Generalizable Person Re-identification	1	5.56%
Person Re-Identification	1	5.56%
Adversarial Robustness	1	5.56%
Diabetic Retinopathy Detection	1	5.56%

This feature is experimental; we are continuously improving our matching algorithm.

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🤖 No Components Found	You can add them if they exist; e.g. Mask R-CNN uses RoIAlign