Research Article

Improved Classification of White Blood Cells with the Generative Adversarial Network and Deep Convolutional Neural Network

Figure 4

Proposed framework for the improved classification of the white blood cell type. Training path 1: GAN data augmentation flow for training a DNN classifier. Training path 2: transformation operations data augmentation flow for training a DNN classifier.