Recognition of Gurmukhi Handwritten City Names Using Deep Learning and Cloud Computing

Table 5

Layered architecture for each layer.

Layers	Input image size	Filter size	No of filters	Activation function	Output without padding	Parameters
Input image	64 32 3
Convolution	64 32 3	3 3	32	ReLU	64 32 32	896
Max Pooling	64 32 32	Pool size (2 2)	—	—	32 16 32	0
Convolution	32 16 32	3 3	64	ReLU	32 16 64	18496
Max Pooling	32 16 64	Pool size (2 2)	—	—	16 8 64	0
Max Pooling	16 8 64	Pool size (2 2)	—	—	8 4 64	0
Flatten	8 4 64	—	—	—	1024	—
Dense	1024	120	—	ReLU	120	123000
Dense	120	—	—	SoftMax	10	1210