From: Application of a modified Inception-v3 model in the dynasty-based classification of ancient murals
Dynasty type | Number of images | Training set | Validation set | Test set |
---|---|---|---|---|
Stone Age | 840 | 672 | 84 | 84 |
Qin/Han Dynasties | 1560 | 1248 | 156 | 156 |
Sui/Tang Dynasties | 1860 | 1488 | 186 | 186 |
Song/Jin Period | 1280 | 1024 | 128 | 128 |
Wei/Jin Period | 2180 | 1744 | 218 | 218 |
Ming/Qing Dynasties | 1980 | 1584 | 198 | 198 |