Albumentations

Albumentations is an image augmentation library for deep learning. It provides a wide range of image transformations and allows users to create custom image manipulation pipelines. With Albumentations, users can easily create a variety of augmented images, such as rotated versions, flipped versions, zoomed in versions, and more. This makes it easy to generate a larger number of images with different variations, which can be used for machine learning and deep learning tasks.Albumentations makes it easy to apply transformations to the images in a few lines of code. It also supports different types of data, including images, masks, and keypoints. Additionally, it is compatible with popular deep learning frameworks, such as TensorFlow, PyTorch, and Keras.Albumentations is an ideal solution for anyone looking to quickly and efficiently create image augmentation pipelines. It is an intuitive and powerful tool that can be used by professionals and hobbyists alike.