Research Article

Two-Stage Hybrid Approach of Deep Learning Networks for Interstitial Lung Disease Classification

Table 1

Details of the ResNet50 network for extracting deep features at stage 2.

Layer nameOptimal sizeSublayer

CONV1, 64, stride 2
CONV2_x max pool stride 2
CONV3_x
CONV4_x
CONV5_x
Average pool, 1000-d fc, softmax
FLOPs