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Augmentation library based on OpenCV.

Project description

AUG-alpha

AUG is an open source augmentation library based on OpenCV. The repository contains a set of image transformations for data augmentation and artificial data synthesis.

Major features:
  • supports operations on masks and points,
  • unified interface - most magnitude coefficients are in the range [0, 1],
  • optimized operations,
  • reusable blocks of operations, e.g. transfer learning based on augmentation parameters (AutoAugment)
  • unique operations compared to imgaug/albumentations,
  • Python 3, OpenCV 4.1.

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