AugmenTory: A Fast and Flexible Polygon Augmentation Library

arXiv:2405.04442v1 Announce Type: new
Abstract: Data augmentation is a key technique for addressing the challenge of limited datasets, which have become a major component in the training procedures of image processing. Techniques such as geometric transformations and color space adjustments have been thoroughly tested for their ability to artificially expand training datasets and generate semi-realistic data for training purposes. Data augmentation is the most important key to addressing the challenge of limited datasets, which have become a major component of …

arxiv augmentation cs.ai cs.cv library polygon type