June 11, 2024, 4:50 a.m. | Hao Zhang, Shuaijie Zhang, Renbin Zou

cs.CV updates on arXiv.org arxiv.org

arXiv:2406.05412v1 Announce Type: new
Abstract: Data augmentation refers to the process of applying a series of transformations or expansions to original data to generate new samples, thereby increasing the diversity and quantity of the data, effectively improving the performance and robustness of models. As a common data augmentation method, Mosaic data augmentation technique stitches multiple images together to increase the diversity and complexity of training data, thereby reducing the risk of overfitting. Although Mosaic data augmentation achieves excellent results in …

arxiv augmentation cs.cv data mosaic object small type

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