An Agile and Efficient Neural Network Based on Knowledge Distillation for Scene Text Detection

Figure 2

The structure of the hereby proposed method. Firstly, a PrinedNet network is obtained by pruning the baseline; secondly, the training data is introduced into two networks, which causes feature loss; finally, the prediction map generates Dice loss and BCE loss.