Regularization, Overfitting, Dropout Regularization, Early Stopping, Elastic Net.
cropping and adding effects). There are more, like adjusting lighting, blurring, shifting the subject, etcetera. Data augmentation on image data. Image by author. Conclusion This post gives you an explanation and overview of regularization techniques. Preventing overfitting is an important part