Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks

Table 5

Computational time (in sec) per epoch for different DCNN models on Digit-10, Alphabet-50, and SpecialChar-13.

Models	Digit-10	Alphabet-50	SpecialChar-13
VGG-16 [9]	32	83	15
All-Conv Net [10]	7	23	4
NiN [11]	9	27	5
ResNet [12]	64	154	34
FractalNet [13]	32	102	18
DenseNet [14]	95	210	58