Use this for aumenting the images and corresponding landmarks. based on skimage and imgaug https://github.com/aleju/imgaug

• PrMain_single_image.py: use it as an example of augmentation on an image.
• PrMain_batch_images.py: use it for batch processing.

• Set the source and destination folders
• It is assumed that, for each image in source folder, there is a csv file, consists the x, y locations of landmarks. see the example file.
• Set the all augmentation variations in the AugCongigList list (based on imgaug syntaxes)
• Execute it.
• All the augmented images (.png), corresponding keypoints (.csv) and information (.txt) will be saved in the destination folder.

Some examples:

Destination Folder: