/Data-Augmentation-Algorithms

Implementation of fast Data Augmentation for Image Classification / Detection tasks.

Primary LanguagePython

random-data-augmentations

Implementation of fast Data Augmentation for Image Classification / Detection tasks.

Supported data augmentations:

  1. Random Horizontal Flip
  2. Random Crop
  3. Random Padding
  4. Random Brightness
  5. Random Saturation
  6. Random Contrast
  7. Random Rotation

Example

Applying each augmentation with a probability p.

image = sequential(image, augmentation_prob=0.8)