diff --git a/README.md b/README.md
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@@ -31,7 +31,7 @@ A curated list of awesome deep learning based papers on text detection and recog
 '17-CVPR	| 17/03/19	| [Detecting Oriented Text in Natural Images by Linking Segments](https://arxiv.org/pdf/1703.06520.pdf)	|	0.853	| 0.75	<br> (L)[0.7636](http://rrc.cvc.uab.es/?ch=4&com=evaluation&view=method_info&task=1&m=29245)| [`*TF(M)`](https://github.com/bgshih/seglink) <br> [`TF(M)`](https://github.com/dengdan/seglink) <br> [`SLIDE`](http://mclab.eic.hust.edu.cn/~xbai/SpotlightPPT/TextDetection-seglink-spotlight-CVPR17.pdf) <br> [`VIDEO`](https://www.youtube.com/watch?v=w0vZWUi-m0c) |
 '17-arXiv	| 17/03/24 |	[Deep Direct Regression for Multi-Oriented Scene Text Detection](https://arxiv.org/pdf/1703.08289.pdf)	| 0.86 |  0.81	| 
 '17-arXiv	| 17/04/03	| [Cascaded Segmentation-Detection Networks for Word-Level Text Spotting](https://arxiv.org/pdf/1704.00834.pdf)	|	0.86	| 0.71 |
-'17-CVPR	| 17/04/11	| [EAST: An Efficient and Accurate Scene Text Detector](https://arxiv.org/pdf/1704.03155.pdf) | | 0.8072	<br> (L)[0.8038](http://rrc.cvc.uab.es/?ch=4&com=evaluation&view=method_info&task=1&m=29855) | [`TF(M)`](https://github.com/argman/EAST) <br> [`TF`](https://github.com/AKSHAYUBHAT/EAST) <br> [`PYTORCH(M)`](https://github.com/SakuraRiven/EAST) <br> [`PYTORCH`](https://github.com/songdejia/EAST) <br> [`DEMO`](http://east.zxytim.com/) <br> [`VIDEO`](https://www.youtube.com/watch?v=o5asMTdhmvA)
+'17-CVPR	| 17/04/11	| [EAST: An Efficient and Accurate Scene Text Detector](https://arxiv.org/pdf/1704.03155.pdf) | | 0.8072	<br> (L)[0.8038](http://rrc.cvc.uab.es/?ch=4&com=evaluation&view=method_info&task=1&m=29855) | [`TF(M)`](https://github.com/argman/EAST) <br> [`TF`](https://github.com/AKSHAYUBHAT/EAST) <br> [`PYTORCH(M)`](https://github.com/SakuraRiven/EAST) <br> [`PYTORCH`](https://github.com/songdejia/EAST) <br> [`DEMO`](http://east.zxytim.com/) <br> [`KERAS(M)`](https://github.com/kurapan/EAST) <br> [`VIDEO`](https://www.youtube.com/watch?v=o5asMTdhmvA)
 '17-ICIP	| 17/05/15	| [WordFence: Text Detection in Natural Images with Border Awareness](https://arxiv.org/pdf/1705.05483.pdf) |	0.86 |
 '17-arXiv	| 17/06/30	| [R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection](https://arxiv.org/pdf/1706.09579.pdf) | 0.8773	| 0.8254 | [`TF(M)`](https://github.com/DetectionTeamUCAS/R2CNN_Faster-RCNN_Tensorflow) <br> [`CAFFE(M)`](https://github.com/beacandler/R2CNN)
 '17-CVPR	| 17/07/21	| [Multi-scale FCN with Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting In The Wild](http://openaccess.thecvf.com/content_cvpr_2017/papers/He_Multi-Scale_FCN_With_CVPR_2017_paper.pdf)	|	0.85	| 0.63 |