Hello! I’m trying to save locally the data augmented images, to use some of them in my validation set.
The problem I’m having is similar to the class 02, im making a classiffier of 100 toners, and for each toner I only have 1 image, but pretty much every retail uses the same image, sometimes in different resolutions, different lightings, etc. The problem is, if my validation set is constructed randomly, I have the problem that my classifier has never been trained for that particular toner. Instead I wanted to construct the validation set, picking 1 or 2 images at random from each augmented image generated, or maybe even picking the original, but i’m having a hard time finding how to save those.
If anyone has another way to approach this problem, that would be great, but I would like to try my method
Thanks in advance!