CNN - Architectures

Batch Normalization:

https://machinelearningmastery.com/batch-normalization-for-training-of-deep-neural-networks/ 

Well known Architectures:

https://towardsdatascience.com/an-overview-of-resnet-and-its-variants-5281e2f56035

Data Augmentation:

https://www.pyimagesearch.com/2019/07/08/keras-imagedatagenerator-and-data-augmentation/