![]() ![]() So this method can make the images a little darker, brighter, or both, depending upon the argument we pass to the ImageDataGenerator class constructor. ![]() In this method, we will train the system with different color intensity images, so that the model can generalize the images which are not trained even on different lighting conditions. In the previous articles of the Image Augmentation series, we have already covered random rotation data augmentation, horizontal/vertical flip augmentation, and horizontal/vertical shift augmentation, so if you haven't checked these, please do check them out.Ĭode: The code for this article, can be downloaded from the following GitHub link: Random Brightness Image Augmentation ![]() We will be using Keras ImageDataGenerator class, along with providing the brightness_range argument. Random Brightness Image augmentation is used to generate images with varied brightness levels for feeding our deep learning model. ![]()
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