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* Format readme Signed-off-by: lizz <lizz@sensetime.com> * try Signed-off-by: lizz <lizz@sensetime.com> * Remove redudant config link Signed-off-by: lizz <lizz@sensetime.com> |
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| README.md | ||
| transformer_r31_toy_dataset.py | ||
README.md
Introduction
[ALGORITHM]
Train Dataset
| trainset | instance_num | repeat_num | note |
|---|---|---|---|
| icdar_2011 | 3567 | 20 | real |
| icdar_2013 | 848 | 20 | real |
| icdar2015 | 4468 | 20 | real |
| coco_text | 42142 | 20 | real |
| IIIT5K | 2000 | 20 | real |
| SynthText | 2400000 | 1 | synth |
Test Dataset
| testset | instance_num | note |
|---|---|---|
| IIIT5K | 3000 | regular |
| SVT | 647 | regular |
| IC13 | 1015 | regular |
| IC15 | 2077 | irregular |
| SVTP | 645 | irregular, 639 in [1] |
| CT80 | 288 | irregular |
Results and models
| methods | Regular Text | Irregular Text | download | |||||
|---|---|---|---|---|---|---|---|---|
| IIIT5K | SVT | IC13 | IC15 | SVTP | CT80 | |||
| Transformer | 93.3 | 85.8 | 91.3 | 73.2 | 76.6 | 87.8 | model | log |