Computer Vision • 45 methods
Image Data Augmentation refers to a class of methods that augment an image dataset to increase the effective size of the training set, or as a form of regularization to help the network learn more effective representations.
Subcategories
Method | Year | Papers |
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2017 | 538 | |
2020 | 516 | |
2000 | 266 | |
2000 | 222 | |
2000 | 220 | |
2019 | 177 | |
2000 | 78 | |
2017 | 60 | |
2019 | 58 | |
2018 | 57 | |
2020 | 49 | |
2020 | 33 | |
2019 | 16 | |
2017 | 14 | |
2021 | 13 | |
2000 | 10 | |
2000 | 9 | |
2021 | 8 | |
2019 | 6 | |
2019 | 4 | |
2019 | 3 | |
2020 | 3 | |
2000 | 3 | |
2020 | 3 | |
2020 | 3 | |
2020 | 2 | |
2020 | 2 | |
2022 | 2 | |
2020 | 2 | |
2000 | 2 | |
2022 | 1 | |
2019 | 1 | |
2022 | 1 | |
2023 | 1 | |
2023 | 1 | |
2021 | 1 | |
2020 | 1 | |
2021 | 1 | |
2020 | 1 | |
2000 | 1 | |
2000 | 0 |