Annotation for VOC Pascal

Example of augmentating image with bounding boxes. This code is based on aleju/imgaug.

Augmentable annotation format is Pascal VOC only.

Examples

Above image can be augmented to the following images.

Example 1	Example 2	Example 3	Example 4

Requirements

• Python3
• Pipenv
• imgaug
• cv2
• pascal_voc_writer
• xml.etree.ElementTree
• shutil
• numpy

Usage

Put files(Images and Annotations) to augment in input/. (Do not create sub directories.)

Run script.

python augment.py

Augmented images with annotations are generated in output/folder. If there is no bounding boxes in the image, Annotation files (*.xml) are moved to empty/.

Please do Not remove Below Folders

• empty
• input
• output
• util