Focal CTC Loss for Chinese Optical Character Recognition on Unbalanced Datasets

Figure 1

Distinct from object detection which aims to locate and recognize important objects, sequence detection is required to output a sequence of labels in various length. However, the prediction could be challenging if the distribution of labels is unbalanced.