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# SegOCR
<!-- [ALGORITHM] -->
## Abstract
Just a simple Seg-based baseline for text recognition tasks.
## Dataset
### Train Dataset
| trainset | instance_num | repeat_num | source |
| :-------: | :----------: | :--------: | :----: |
| SynthText | 7266686 | 1 | synth |
### Test Dataset
| testset | instance_num | type |
| :-----: | :----------: | :-------: |
| IIIT5K | 3000 | regular |
| SVT | 647 | regular |
| IC13 | 1015 | regular |
| CT80 | 288 | irregular |
## Results and Models
| Backbone | Neck | Head | | | Regular Text | | | Irregular Text | download |
| :------: | :----: | :---: | :---: | :----: | :----------: | :---: | :---: | :------------: | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| | | | | IIIT5K | SVT | IC13 | | CT80 |
| R31-1/16 | FPNOCR | 1x | | 90.9 | 81.8 | 90.7 | | 80.9 | [model](https://download.openmmlab.com/mmocr/textrecog/seg/seg_r31_1by16_fpnocr_academic-72235b11.pth) \| [log](https://download.openmmlab.com/mmocr/textrecog/seg/20210325_112835.log.json) |
:::{note}
- `R31-1/16` means the size (both height and width ) of feature from backbone is 1/16 of input image.
- `1x` means the size (both height and width) of feature from head is the same with input image.
:::
## Citation
```bibtex
@unpublished{key,
title={SegOCR Simple Baseline.},
author={},
note={Unpublished Manuscript},
year={2021}
}
```
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