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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@unpublished{key, | |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note={Unpublished Manuscript}, | |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} | |
} | |
``` | |