
IdaLib¶
IdaLib (Image Data Augmentation Library) is a library dedicated to the task of Image Data Augmentation in a fast, simple, efficient and flexible way This library allows you to convert your input data into a larger and more diverse one to perform a better train of your Neural Network
Features¶
Multiple fast augmentations based on Kornia an OpenCV libraries
Flexible
Complete tool, includes support for tasks associated with Pytorch-based neural networks
Supports multiple types of combined data (images, heat maps, segmentation maps, masks and keypoints)
Instalation¶
You can use pip to install Ida-Lib
pip install ida-lib
If you want to get the latest version of the code before it is released on PyPI you can install the library from GitHub:
pip install -U git+https://github.com/raquelvilas18/ida_lib
Contents¶
Indices and tables¶
Built with¶
Pytorch. - The machine learning framework used
Bokeh. - The visualization library used
Kornia. - computer vision library that is used as a base for transformations
OpenCV. - computer vision library that is used as a base for transformations
Pycharm. - Development IDE
Acknowledgements¶
Nicolás Vila Blanco : project co-author
María José Carreira Nouche: project co-author
CITiUS: support company