Albumentations

Albumentations is an open-source library that simplifies the process of augmenting images for tasks like training machine learning models. It provides developers with a wide range of tools to modify images—such as cropping, rotating, changing brightness, or adding noise—in an efficient way. These modifications help create variations of images, which improve a model's ability to recognize patterns and perform accurately in real-world situations. By streamlining this process, Albumentations saves time and effort, making it easier to enhance image datasets and develop more robust computer vision applications.