- Task 2 - Script identification - Method: Convolution based method 3
- Method info
- Samples list
- Per sample details
method: Convolution based method 32019-09-27
Authors: Geonho Hwang
Affiliation: NCIA, Seoul National University
Description: This method is based on E2E-MLT-an Unconstrained End-to-End Method for Multi-Language Scene Text.
We use ICDAR 2017,2019 training, validation and synthetic data.
We ensemble entire 15 results from different networks, different training settings or different image scales.
Confusion Matrix
| Detection | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Arabic | Latin | Chinese | Japanese | Korean | Bangla | Symbols | Mixed | None | ||
| GT | Arabic | 4760 | 349 | 1 | 7 | 10 | 3 | 12 | 0 | 0 |
| Latin | 86 | 59896 | 44 | 195 | 208 | 31 | 77 | 0 | 0 | |
| Chinese | 1 | 517 | 3165 | 973 | 90 | 3 | 1 | 0 | 0 | |
| Japanese | 16 | 2742 | 718 | 4373 | 281 | 14 | 13 | 0 | 0 | |
| Korean | 8 | 1779 | 53 | 176 | 10962 | 10 | 4 | 0 | 0 | |
| Bangla | 6 | 203 | 3 | 8 | 14 | 2311 | 0 | 0 | 0 | |
| Symbols | 25 | 1450 | 0 | 11 | 10 | 0 | 2000 | 0 | 0 | |
| Mixed | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| None | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |