A collection of information about Data Augmentation libraries for Image Processing.

Repo Docs Aug Paper Lang ML lib
Albumentations
  • Python (3.6+)
  • PyTorch
  • Keras
AugLy
  • Python (3.6+)
  • PyTorch
Augmentor Python version Julia version Python version Julia version Python version Julia version
  • Python (2.7, 3.5, 3.6, 3.7, 3.8, 3.9)
  • Julia
  • PyTorch
  • Keras
  • Flux
Augraphy
  • Python (3.7, 3.8, 3.9, 3.10)
Automold
  • Python
CLoDSA
  • Python (2.7, 3.6)
  • Keras
imgaug
  • Python (2.7, 3.4, 3.5, 3.6, 3.7, 3.8)
KerasCV
  • Python (3.7+)
  • Keras
Kornia
  • Python
  • PyTorch
solt
  • Python
  • PyTorch
torchvision
  • Python
  • C++
  • Java
  • PyTorch