Fastai cookbook

[ste (Stefano Giomo)]

It took me some time, but eventually I’ve published!

K.I.S.S. data block api

[image] Trying to K.I.S.S the fast.ai DataBlock api is not that simple… But I’ll do my best! The purpose of DataBlock api is abstracting in a very clean and flexible way the whole workflow of transforming your data (images, text, audio…) into a batch (X,Y tensors) that can be used to train a model. A CLOSER LOOK AT THE WORKFLOW The following drawing is an attempt to capture in one Big Picture the main components of DataBlock api, focusing on: The main steps: big black and gray circles. X…