Use this code for augmenting
- the paired images (e.g. images and their segmentation masks)
- 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 folders. input images, corresponding folders contain paired images, landmarks.
- Set the destination folder.
- It is assumed that, for each image in source folder, there is a csv file with same file name in landmark folder, consists the x, y locations of landmarks. see the example file.
- It is assumed that, for each image in source folder, there is an paired image with same file name in the paired folder. 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.
An examples:
Destination Folder:
