How Data Augmentation Improves your CNN performance? — An Experiment in PyTorch and Torchvision

From: https://medium.com/swlh/how-data-augmentation-improves-your-cnn-performance-an-experiment-in-pytorch-and-torchvision-e5fb36d038fb Simple ways to boost your network performance Credits: https://amanispas.co.za/wp-content/uploads/2019/12/AdobeStock_241822083-Web-Crop-1360x680.jpg In simple terms, Data Augmentation is simply creating fake data. You use the data in the existing train set to create variations of it. This does two things — Increases the size of your training setRegularizes your network The book Deep Learningdefines regularization as any method … Continue reading How Data Augmentation Improves your CNN performance? — An Experiment in PyTorch and Torchvision