https://github.com/mrl-amrl/imglabaug

Image augmentation for dlib's imglab XML files.
https://github.com/mrl-amrl/imglabaug

amrl-vision data-augmentation dlib imglab

Last synced: 3 months ago
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Image augmentation for dlib's imglab XML files.

• Host: GitHub
• URL: https://github.com/mrl-amrl/imglabaug
• Owner: mrl-amrl
• License: mit
• Created: 2018-11-12T08:01:32.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-11-13T10:11:47.000Z (over 6 years ago)
• Last Synced: 2025-01-11T09:33:06.997Z (5 months ago)
• Topics: amrl-vision, data-augmentation, dlib, imglab
• Language: Python
• Size: 268 KB
• Stars: 4
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# imglab + aug = imglabaug

> Image augmentation for dlib's imglab XML files.

[![PyPI status](https://img.shields.io/pypi/status/ansicolortags.svg)](https://pypi.python.org/pypi/ansicolortags/)

[![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](https://www.python.org/)

### Installation

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

```

$ pip install imglabaug

```

### Examples

```python

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

```bash

$ sudo pip install nose

$ python2.7 -m nose -v --nocapture

```

---

[![MIT license](https://img.shields.io/badge/License-MIT-blue.svg)](https://lbesson.mit-license.org/)

[![Made in MRL](https://img.shields.io/badge/Made%20in-Mechatronic%20Research%20Labratories-red.svg)](https://www.qiau.ac.ir/)