Improved Arabic Alphabet Characters Classification Using Convolutional Neural Networks (CNN)

Figure 10

Example of Arabic handwritten characters that cannot be properly distinguished when applying the rotation and flipping data augmentation techniques. (a) Confusion caused by rotation. (b) Confusion caused by flipping.

(a)

(b)