High-Efficiency Classification of White Blood Cells Based on Object Detection

Figure 3

Faster RCNN architecture. The backbone is VGG16 without a fully connected layer used to extract the features of entire images to generate the feature map, RPN is used to generate the detection box of region proposal, and classifier network is used to classify the candidate detection box and output the detection result.