Welcome to solt’s documentation!
solt is a fast data augmentation library, supporting arbitrary amount of images, segmentation masks, keypoints and data labels. It has OpenCV in its back-end, thus it works very fast.
Features
Geometric transformations fusion to speed up a series of arbitrary transformations.
Logging of all transformations for reproducibility.
Support of any Computer Vision task.
Easy extendability, interfacing with other libraries.
High parametrization.
Nearly 100% code coverage.
How to install
The most recent stable version is available in pip:
pip install solt
You can also fetch the most fresh changes from our GitHub repository:
pip install -U git+https://github.com/imedslab/solt.git