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)