sciaugment - SciAugment v0.2.0-alpha

SciAugment v0.2.0 has pip installable version, channel-wise augmentation was added, and an option for all augmentations or no augmentation. Examples of how to use the tool are in README and in Google Colab notebooks. Practical examples of how to use results with YOLOv5 on scientific data can be found in the SciCount project.

SciAugment aims to provide an option to create an augmented image set with similar changes in data as the imaging sensor and technique would do.

- Jupyter Notebook
Published by martinschatz-cz over 3 years ago

sciaugment - v0.1.0

The whole tool was rewritten as a class, and two options for prepared augmentations were set up. Everything is shown in the example Google Colab notebook on a small included annotated (YOLO) image dataset.

- Jupyter Notebook
Published by martinschatz-cz over 3 years ago

sciaugment - v0.0.1

First version of working code and examples

- Jupyter Notebook
Published by martinschatz-cz over 3 years ago