mirror of https://github.com/open-mmlab/mmocr.git
49 lines
1.9 KiB
Markdown
49 lines
1.9 KiB
Markdown
# SegOCR
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<!-- [ALGORITHM] -->
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## Abstract
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Just a simple Seg-based baseline for text recognition tasks.
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## Dataset
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### Train Dataset
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| trainset | instance_num | repeat_num | source |
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| :-------: | :----------: | :--------: | :----: |
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| SynthText | 7266686 | 1 | synth |
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### Test Dataset
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| testset | instance_num | type |
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| :-----: | :----------: | :-------: |
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| IIIT5K | 3000 | regular |
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| SVT | 647 | regular |
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| IC13 | 1015 | regular |
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| CT80 | 288 | irregular |
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## Results and Models
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| Backbone | Neck | Head | | | Regular Text | | | Irregular Text | download |
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| :------: | :----: | :--: | :-: | :----: | :----------: | :--: | :-: | :------------: | :------------------------------------------------------------------------------------------------------------------------------------------: |
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| | | | | IIIT5K | SVT | IC13 | | CT80 | |
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| 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) |
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```{note}
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- `R31-1/16` means the size (both height and width ) of feature from backbone is 1/16 of input image.
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- `1x` means the size (both height and width) of feature from head is the same with input image.
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```
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## Citation
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```bibtex
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@unpublished{key,
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title={SegOCR Simple Baseline.},
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author={},
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note={Unpublished Manuscript},
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year={2021}
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}
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```
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