Tag: Augmentation

AI/ML

Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence. (arXiv:1905.13277v1 [cs.LG])

Newsemia
Regularization is typically understood as improving generalization by altering the landscape of local extrema to which the model eventually converges. Deep neural networks (DNNs), however,...
AI/ML

Classification of skin lesions using transfer learning and augmentation with Alex-net.

Newsemia
Related Articles Classification of skin lesions using transfer learning and augmentation with Alex-net. PLoS One. 2019;14(5):e0217293 Authors: Hosny KM, Kassem MA, Foaud MM Abstract Skin...

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