img_aug

Quick implemention for data augmentation via imgaug,related usage refer to rotate-yolo.
(Or you can run the demo I leave behind the code,it's easy to replicate the effect.)

augentation

This code is completed for DOTA dataset , thus specific modification is necessary for your own label.

1. Supported methods ：affine（sheer、translation、scale、rotation）、hsv augmentation、noise、flip、blur
2. You're supposed to run one method everytime , and each aug_functioin wil output img files as well as corresponding xml_label files .
3. Customed: you need to rewrite read_xml and rewrite_label function for correct label process.

Result

• HSV

• Affine

• Flip

• Noise

• Blur