Image augmentation library for deep neural networks
Project Links
Meta
Author: Alexander Jung
Classifiers
Development Status
- 4 - Beta
Intended Audience
- Science/Research
- Developers
- Information Technology
License
- OSI Approved :: MIT License
Natural Language
- English
Operating System
- OS Independent
Programming Language
- Python :: 2.7
- Python :: 3
- Python :: 3.4
- Python :: 3.5
- Python :: 3.6
- Python :: 3.7
- Python :: 3.8
Topic
- Scientific/Engineering :: Artificial Intelligence
- Scientific/Engineering :: Image Recognition
- Software Development :: Libraries :: Python Modules
A library for image augmentation in machine learning experiments, particularly convolutional neural networks. Supports the augmentation of images, keypoints/landmarks, bounding boxes, heatmaps and segmentation maps in a variety of different ways.
0.4.0
Feb 05, 2020
0.3.0
Sep 24, 2019
0.2.9
May 05, 2019
0.2.8
Feb 09, 2019
0.2.7
Dec 16, 2018
0.2.6
Jun 20, 2018
0.2.5
Oct 24, 2017
0.2.4
Jun 06, 2017
0.2.3
Jun 05, 2017
0.2.1
Apr 06, 2017
0.2.0
Mar 23, 2017
Wheel compatibility matrix
Files in release
Extras:
None
Dependencies:
six
numpy
(>=1.15)
scipy
Pillow
matplotlib
scikit-image
(>=0.14.2)
opencv-python
imageio
Shapely