Default value for augmentation transforms

[pcaversaccio]

User feedback: Would be good to have default "parameter value(s)" for the augmentation transforms. Especially for something like flip, it doesn't make sense as it only asks for it to be active or not, so just on/off! Especially since these are called "Random" transforms, what if not just the application (chance of applying) can be random, but also their parameters (by default).

=> that's pretty important feedback from a machine learning engineer @giaoNguyen70

am putting this issue into the ai-tools but obviously backend & interface are also significantly involved here @ttattl @locpnh1995

[AI-Daita]

Here is for auto-augmentation?

[pcaversaccio]

No, the feedback here is related to the expert mode. What he is referring to is that we already set default values for the augmentation methods automatically (maybe we could make it even context-dependent or just random) and if the user wants to customise it he is free to do so. But the params are already preset from the system.

[AI-Daita]

Yes, OK for some defautl values. But I'm also thinking to rename the methods by removing "random", becaue here it was not random while we are setting the parameters.

[AI-Daita]

@pcaversaccio, please review the modification of the method's names.

• Random Crop => Image Cropping
• Random Contrast => Contrast Adjustment
• Random Tile => Image Tiling
• Random Hue => Hue Adjustment
• Random Posterize => Posterise Adjustment
• Random Translate => Affine Image Translation
• Random Scale => Image Scaling
• Random Gaussian Blurring => Gaussian Blur
• Random Gaussian Noise => Additive Gaussian Noise
• Random Sharpness => Sharpness Adjustment
• Horizontal Flip => Horizontal Flipping
• Random Brightness => Brightness Adjustment
• Random Solarize => Solarisation