Benchmarks
Albumentations is designed to be fast and efficient. We regularly benchmark it against other augmentation libraries.
Available Benchmarks
- Image Benchmarks - Performance comparison for standard 3-channel image augmentations
- Multichannel Benchmarks - Performance comparison for 9-channel image augmentations (satellite, medical, scientific)
- Video Benchmarks - Performance comparison for video augmentations (CPU vs GPU)
- AlbumentationsX vs Albumentations MIT - Direct comparison against the latest MIT benchmark artifact across RGB, 9-channel, and video