An Improved Neural Network Model Based on Inception-v3 for Oracle Bone Inscription Character Recognition

Table 1

Performance comparison of models on dataset HWOBC.

Method	Top-1 Accuracy (%)	Top-3 Accuracy (%)	Top-5 Accuracy (%)
AlexNet	97.145	99.707	99.779
VGG-19	97.183	99.646	99.749
Inception-v3	97.909	99.802	99.840
Proposed	98.171	99.837	99.844

The bold indicates the optimal value on this evaluation indicator.