Utilization of Data Augmentation Techniques to Enhance Learning with Sparse Datasets
Published in ai4i, 2022
Recommended citation: R. Yarnell, D. Brignac, Y. Fu and R. F. DeMara, "Utilization of Data Augmentation Techniques to Enhance Learning with Sparse Datasets," 2022 5th International Conference on Artificial Intelligence for Industries (AI4I), Laguna Hills, CA, USA, 2022, doi: 10.1109/AI4I54798.2022.00025.
Neural network-based object detection has many important applications but requires a vast amount of training data. In applications where training data may be scarce, data augmentation techniques can be used to expand the training set. This paper explores the performance of such techniques on You Only Look Once Version 5 (YOLOv5).