update readme for supporting RobustScanner (#487)

* update readme for supporting RobustScanner

* Update docs/cn/index.md

---------

Co-authored-by: HaoyangLI <417493727@qq.com>

Author: tonytonglt

README.md

@@ -169,6 +169,7 @@ For more illustration and usage, please refer to the model training section in [
 - [x] [SVTR](configs/rec/svtr/README.md) (IJCAI'2022)
 - [x] [MASTER](configs/rec/master/README.md) (PR'2019)
 - [x] [VISIONLAN](configs/rec/visionlan/README.md) (ICCV'2021)
+- [x] [RobustScanner](configs/rec/robustscanner/README.md) (ECCV'2020)
 - [ ] [ABINet](https://arxiv.org/abs/2103.06495) (CVPR'2021) [coming soon]
 
 </details>
@@ -213,6 +214,9 @@ We will include more datasets for training and evaluation. This list will be con
 ## Notes
 
 ### What is New
+- 2023/07/06
+1. Add new trained models
+    - [RobustScanner](configs/rec/robustscanner) for text recognition
 - 2023/07/05
 1. Add new trained models
     - [VISIONLAN](configs/rec/visionlan) for text recognition

README_CN.md

@@ -164,6 +164,7 @@ python tools/eval.py \
 - [x] [SVTR](configs/rec/svtr/README_CN.md) (IJCAI'2022)
 - [x] [MASTER](configs/rec/master/README_CN.md) (PR'2019)
 - [x] [VISIONLAN](configs/rec/visionlan/README_CN.md) (ICCV'2021)
+- [x] [RobustScanner](configs/rec/robustscanner/README_CN.md) (ECCV'2020)
 - [ ] [ABINet](https://arxiv.org/abs/2103.06495) (CVPR'2021) [coming soon]
 </details>
 
@@ -208,6 +209,9 @@ MindOCR提供了[数据格式转换工具](tools/dataset_converters) ，以支
 ## 重要信息
 
 ### 更新日志
+- 2023/07/06
+1. 增加新模型
+    - 文本识别[RobustScanner](configs/rec/robustscanner)
 - 2023/07/05
 1. 增加新模型
     - 文本识别[VISIONLAN](configs/rec/visionlan)

configs/rec/robustscanner/README.md

@@ -386,4 +386,4 @@ loss:
 
 ## References
 <!--- Guideline: Citation format GB/T 7714 is suggested. -->
-[1] Xiaoyu Yue, Zhanghui Kuang, Chenhao Lin, Hongbin Sun, Wayne Zhang. RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition. arXiv:2007.07542, ECCV 2020
+[1] Xiaoyu Yue, Zhanghui Kuang, Chenhao Lin, Hongbin Sun, Wayne Zhang. RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition. arXiv:2007.07542, ECCV'2020

configs/rec/robustscanner/README_CN.md

@@ -391,4 +391,4 @@ loss:
 
 ## 参考文献
 <!--- Guideline: Citation format GB/T 7714 is suggested. -->
-[1] Xiaoyu Yue, Zhanghui Kuang, Chenhao Lin, Hongbin Sun, Wayne Zhang. RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition. arXiv:2007.07542, ECCV 2020
+[1] Xiaoyu Yue, Zhanghui Kuang, Chenhao Lin, Hongbin Sun, Wayne Zhang. RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition. arXiv:2007.07542, ECCV'2020

docs/cn/index.md

@@ -158,6 +158,7 @@ python tools/eval.py \
 - [x] [SVTR](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/svtr/README_CN.md) (IJCAI'2022)
 - [x] [MASTER](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/master/README_CN.md) (PR'2019)
 - [x] [VISIONLAN](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/visionlan/README_CN.md) (ICCV'2021)
+- [x] [RobustScanner](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/robustscanner/README_CN.md) (ECCV'2020)
 - [ ] [ABINet](https://arxiv.org/abs/2103.06495) (CVPR'2021) [coming soon]
 </details>
 

docs/cn/mkdocs/modelzoo_training.md

@@ -21,6 +21,7 @@
 | crnn_resnet34_vd   | IC03,13,15,IIIT,etc | 64 | 8 | 84.45 | 76.48 | 6694.84 | O3 |  [mindocr_crnn](https://github.com/mindspore-lab/mindocr/tree/main/configs/rec/crnn)   |
 | rare_resnet34_vd   | IC03,13,15,IIIT,etc | 512 | 4 | 85.19 | 449 | 4561 | O2 |  [mindocr_rare](https://github.com/mindspore-lab/mindocr/tree/main/configs/rec/rare)   |
 | visionlan_resnet45| IC03,13,15,IIIT,etc | 192| 4 | 90.61 | 417 | 1840 | O2 | [mindocr_visionlan](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/visionlan/visionlan_resnet45_LF_1.yaml) |
+| robustscanner_resnet31 | IC13,15,IIIT,SVT,etc | 256 | 4 | 87.51 |   825   |   310   | O0  |           [mindocr_robustscanner](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/robustscanner)            |
 
 ### 文本方向分类
 

docs/en/index.md

@@ -163,6 +163,7 @@ For more illustration and usage, please refer to the model training section in [
 - [x] [SVTR](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/svtr/README.md) (IJCAI'2022)
 - [x] [MASTER](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/master/README.md) (PR'2019)
 - [x] [VISIONLAN](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/visionlan/README.md) (ICCV'2021)
+- [x] [RobustScanner](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/robustscanner/README.md) (ECCV'2020)
 - [ ] [ABINet](https://arxiv.org/abs/2103.06495) (CVPR'2021) [coming soon]
 
 </details>

docs/en/mkdocs/modelzoo_training.md

@@ -21,6 +21,7 @@
 | crnn_resnet34_vd   | IC03,13,15,IIIT,etc | 64 | 8 | 84.45 | 76.48 | 6694.84 | O3 |  [mindocr_crnn](https://github.com/mindspore-lab/mindocr/tree/main/configs/rec/crnn)   |
 | rare_resnet34_vd   | IC03,13,15,IIIT,etc | 512 | 4 | 85.19 | 449 | 4561 | O2 |  [mindocr_rare](https://github.com/mindspore-lab/mindocr/tree/main/configs/rec/rare)   |
 | visionlan_resnet45| IC03,13,15,IIIT,etc | 192| 4 | 90.61 | 417 | 1840 | O2 | [mindocr_visionlan](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/visionlan/visionlan_resnet45_LF_1.yaml) |
+| robustscanner_resnet31 | IC13,15,IIIT,SVT,etc | 256 | 4 | 87.51 |   825   |   310   | O0  |           [mindocr_robustscanner](https://github.com/mindspore-lab/mindocr/blob/main/configs/rec/robustscanner)            |
 
 ### Text Direction Classification