François CholletVerified account

An idea, why not include --" split the color image into 3 channels (x,y,z) and join back the channels in (x,x,y),(x,y,y) ....etc in all such possible combinations. Few combinations of these might generate same image with different hue colors , which can augment original image"

I tried doing some combinations for fun. But did not create any generator class for such cases...!

Make the transformations deterministic and let users inject random variables instead. So instead of having RandomRotation(.2) have Rotation(Uniform(-.2, .2)).

Please make it type safe function composition.

Sampling images in the pipeline? Save sample images to tf_board log.

The word "pipeline" is getting more and more ambiguous...