Different tasks
Albumentations supports different computer vision tasks such as classification, semantic segmentation, instance segmentation, object detection, and pose estimation.
![](./assets/img/custom/tasks.png)
Different domains
Albumentations works well with data from different domains: photos, medical images, satellite imagery, manufacturing and industrial applications, Generative Adversarial Networks.
![](./assets/img/custom/domains.png)
Seamless integration with deep learning frameworks
Albumentations can work with various deep learning frameworks such as PyTorch and Keras. The library is a part of the PyTorch ecosystem. MMDetection and YOLOv5 use Albumentations.
![](./assets/img/custom/deep_learning_frameworks.png)
It is free and open source
Albumentations is MIT licensed. See the project on GitHub.
![](./assets/img/custom/github_large.png)
Member of the NVIDIA Inception program
The NVIDIA Inception program nurtures cutting-edge AI startups who are revolutionizing industries.
![](./assets/img/custom/nvidia_inception.png)