mrl-amrl / imglabaug

Image augmentation for dlib's imglab XML files.

imglab + aug = imglabaug

Image augmentation for dlib's imglab XML files.

Installation

Provided you already have imutils, opencv already installed, the imglabaug package is completely pip-installable:

$ pip install imglabaug

Examples

from imglabaug import Augmentation

augmentation = Augmentation(
            output_directory='somewhere !',
            max_blur_size=9,
            min_blur_size=1,            
            min_move_offset_x=-10,
            max_move_offset_x=10,
            min_move_offset_y=-10,
            max_move_offset_y=10,
            min_rotation_angle=-10,
            max_rotation_angle=10,
            iterations_length=20,
        )

augmentation.generate('xml file ...')
augmentation.save()

Tests

$ sudo pip install nose
$ python2.7 -m nose -v --nocapture

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