gitlab.eurecom.fr / mayaud / oversampling_imagegen
The ImageGenerator class is designed for image oversampling tasks. It supports the addition of Gaussian noise, rotation, luminosity adjustment, and zooming in or out on images. Currently, the class is configured to work only with .jpg images. This tool is particularly useful in augmenting datasets for machine learning models, especially in scenarios where data diversity is needed to train robust models.
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Created at: about 1 year ago
Updated at: about 1 year ago
Last synced at: 11 months ago
Topics: machine learning