method: TNet2017-07-01
Authors: FlyText
Description: A deep network is used for classification. Firstly, a joint strategy is used to enhance the features of the dataset, and then the deep network is used for training. Then, the majority vote is used to determine the script class.
Confusion Matrix
| Detection | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Arabic | Latin | Chinese | Japanese | Korean | Bangla | Symbols | Mixed | None | ||
| GT | Arabic | 2842 | 1042 | 150 | 421 | 411 | 114 | 162 | 0 | 0 |
| Latin | 4369 | 32358 | 3932 | 8148 | 6957 | 1788 | 2985 | 0 | 0 | |
| Chinese | 150 | 809 | 1830 | 1281 | 518 | 111 | 51 | 0 | 0 | |
| Japanese | 550 | 2431 | 1186 | 2415 | 1037 | 248 | 290 | 0 | 0 | |
| Korean | 941 | 3666 | 1301 | 2190 | 4242 | 362 | 290 | 0 | 0 | |
| Bangla | 83 | 332 | 118 | 280 | 167 | 1548 | 17 | 0 | 0 | |
| Symbols | 128 | 1054 | 46 | 184 | 121 | 21 | 1942 | 0 | 0 | |
| Mixed | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| None | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |