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| @unpublished{key, | |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| note={Unpublished Manuscript}, | |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