GrayscaleImageAugmentation

Accompanying code for the manuscript Data augmentation methods applying grayscale images for convolutional neural networks in machine vision.

How-to

Prepare your own dataset. Data augmentation for object detection support for darknet annotation type.

Clone this repository and edit the "Options.py" with respect to the corresponding path.

Citation

@Article{app11156721,
  AUTHOR = {Wang, Jinyeong and Lee, Sanghwan},
  TITLE = {Data Augmentation Methods Applying Grayscale Images for Convolutional Neural Networks in Machine Vision},
  JOURNAL = {Applied Sciences},
  VOLUME = {11},
  YEAR = {2021},
  NUMBER = {15},
  ARTICLE-NUMBER = {6721},
  DOI = {10.3390/app11156721}
}