Improving persian digit recognition by combining data augmentation and AlexNet

@article{Farahbakhsh2017ImprovingPD,
  title={Improving persian digit recognition by combining data augmentation and AlexNet},
  author={Ebrahim Farahbakhsh and Ehsan Kozegar and Mohsen Soryani},
  journal={2017 10th Iranian Conference on Machine Vision and Image Processing (MVIP)},
  year={2017},
  pages={265-270}
}
The present paper, has used deep learning for Persian handwritten digit recognition by which valuable discriminative features are extracted from Persian digits using a deep convolutional neural network. Afterwards, these features are fed to a linear support vector machine for classification. Hoda dataset, which is the largest dataset for Persian handwritten… CONTINUE READING