Add disable image auto padding

[alphinside]

Type of changes

Please check the type of change your PR introduces: - [ ] Bugfix - [x] Feature - [ ] Code style update (formatting, renaming) - [ ] Refactoring (no functional changes, no api changes) - [ ] Build related changes - [ ] Documentation content changes - [ ] Other (please describe): ## What is the current behavior? There is no mechanism to disable standard augmentations which enforce padding to square - close #48 ## What is the new behavior?

• Due to code structure limitations, create dataset need to be initialized twice if the collate_fn object have disable_image_auto_pad attributes
• Using this feature, developer can disable standard augments (padding) by adding disable_image_auto_pad attribute to the collate_fn class

Checklist

• [x] Unit tests pass locally with my changes
• [x] I have added tests that prove my fix is effective or that my feature works
• [x] I have added necessary documentation (if appropriate)
• [x] Any dependent changes have been merged and published in downstream modules
• [x] I have filled the [Unreleased] Changelog

[alphinside]

I think it would be simpler if all collater object is initiated with disable_image_auto_pad, so when the collater object does not have the variable, it is added in create_collater with value of False

Would be nice if we have basecollater but currently we didn't have it, and still with this create_dataset need to be invoked 2 times

[triwahyuu]

I think it would be simpler if all collater object is initiated with disable_image_auto_pad, so when the collater object does not have the variable, it is added in create_collater with value of False

Would be nice if we have basecollater but currently we didn't have it, and still with this create_dataset need to be invoked 2 times

you can specify it from create_collater right? I mean if the collater object does not have the variable, then define it there