Year: 2017
Type: software-paper
Abstract: Augmentor is an image augmentation library for machine learning.It provides a stochastic, pipeline-based API for the generation of image data by effectively allowing new image data to be sampled at runtime according to a user-defined set of operations and parameters.Common operations include arbitrary rotations, mirroring, shearing, skewing, and random crops, as well as less frequently implemented operations such as randomised elastic distortions or random erasing (Simard et al. 2003;Zhong et al. 2017).
DOI: 10.21105/joss.00432
Institution: Medical University of Graz
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W2746834888