Deep Learning Algorithm for COVID-19 Classification Using Chest X-Ray Images

Table 2

Description of layers of the proposed method.

Layer’s name	Type/stride	Filter
Input	Image input	—
C1	Convolution	Conv 32
C2	Convolution	Conv 32
P1	MaxPool	—
D1	Dropout	—
C3	Convolution	Conv 32
C4	Convolution	Conv 32
P2	MaxPool	—
D2	Dropout	—
C5	Convolution	Conv 64
C6	Convolution	Conv 64
P3	MaxPool	—
D3	Dropout	—
C7	Convolution	Conv 64
C8	Convolution	Conv 64
P4	MaxPool	—
D4	Dropout	—
FC1	Fully connected
F1	Flatten	—
FC2	Fully connected