data augmentation

[nnop]

• Keras
  • Building powerful image classification models using very little data
  • Accelerating Deep Learning with Multiprocess Image Augmentation in Keras
• Tensorflow preprocessing
  • Data Augmentation Techniques in CNN using Tensorflow
  • Data augmentation on GPU in Tensorflow
• PyTorch
  • torchvision.transforms
  • ncullen93/torchsample
  • example
  • A Comprehensive Tutorial for Image Transforms in Pytorch
• Caffe
  • Caffe Augmentation Extension
• imgaug - Image augmentation for machine learning experiments
• Augmentor - Image augmentation library in Python for machine learning.