List of examples¶
- Defining a simple augmentation pipeline for image augmentation
- Using Albumentations to augment bounding boxes for object detection tasks
- How to use Albumentations for detection tasks if you need to keep all bounding boxes
- Using Albumentations for a semantic segmentation task
- Using Albumentations to augment keypoints
- Applying the same augmentation with the same parameters to multiple images, masks, bounding boxes, or keypoints
- Weather augmentations in Albumentations
- Example of applying XYMasking transform
- Example of applying ChromaticAberration transform
- Example of applying Morphological transform
- Example of applying D4 transform
- Example of applying RandomGridShuffle transform
- Example of applying OverlayElements transform
- Example of applying TextImage transform
- Migrating from torchvision to Albumentations
- Debugging an augmentation pipeline with ReplayCompose
- How to save and load parameters of an augmentation pipeline
- Showcase. Cool augmentation examples on diverse set of images from various real-world tasks.
- How to save and load transforms to HuggingFace Hub.