AutoAugment
Explore how AutoAugment enhances image classification by applying multiple image transformations from predefined policies to diversify training data. Understand how to use PIL images with AutoAugment, configure policies and hyperparameters, and integrate this technique within your training pipeline to improve model accuracy and reduce overfitting.
We'll cover the following...
We'll cover the following...
The AutoAugment is another standalone data augmentation technique that works similarly to RandAugment.
AutoAugment class complements other data augmentation techniques. Most of the top-performing models use AutoAugment in their training pipelines.
The AutoAugment augmentation
The AutoAugment augmentation accepts a PIL.Image as input, which ...