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A large scale human-labeled dataset plays an important role in creating high quality deep learning models.
Nibal Nayef, Yash Patel, Michal Busta, Pinaki Nath Chowdhury, Dimosthenis Karatzas, Wafa Khlif, Jiri Matas, Umapada Pal, Jean-Christophe Burie, Cheng-lin Liu, and Jean-Marc Ogier · 1907
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ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT)
Chee-Kheng Chng, Yuliang Liu, Yipeng Sun, Chun Chet Ng, Canjie Luo, Zihan Ni, ChuanMing Fang, Shuaitao Zhang, Junyu Han, Errui Ding, Jingtuo Liu, Dimosthenis Karatzas, Chee Seng Chan, and Lianwen Jin · 1909
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ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
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ICDAR 2003 robust reading competitions
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Character Region Attention For Text Spotting
Youngmin Baek, Seung Shin, Jeonghun Baek, Sungrae Park, Junyeop Lee, Daehyun Nam, and Hwalsuk Lee · 2007
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Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting
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MANGO: A mask attention guided one-stage scene text spotter
Liang Qiao, Ying Chen, Zhanzhan Cheng, Yunlu Xu, Yi Niu, Shiliang Pu, and Fei Wu · 2012
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ICDAR 2013 robust reading competition
Dimosthenis Karatzas, Lluis Gomez-Bigorda, Anguelos Nicolaou, Suman Ghosh, Andrew Bagdanov, Masakazu Iwamura, Jiri Matas, Lukas Neumann, Vijay Ramaseshan Chandrasekhar, Shijian Lu, Faisal Shafait, Seiichi Uchida, and Ernest Valveny · 2013
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2014
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ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, and Fei-Fei Li · 2014
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ICDAR 2015 competition on Robust Reading
Dimosthenis Karatzas, Lluis Gomez-Bigorda, Anguelos Nicolaou, Suman Ghosh, Andrew Bagdanov, Masakazu Iwamura, Jiri Matas, Lukas Neumann, Vijay Ramaseshan Chandrasekhar, Shijian Lu, Faisal Shafait, Seiichi Uchida, and Ernest Valveny · 2015
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SSD: single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott E. Reed, Cheng-Yang Fu, and Alexander C. Berg · 2015
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Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
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Detecting Curve Text in the Wild: New Dataset and New Solution
Yuliang Liu, Lianwen Jin, Shuaitao Zhang, and Sheng Zhang · 2017
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ICDAR2017 Robust Reading Challenge on Multi-Lingual Scene Text Detection and Script Identification - RRC-MLT
Nibal Nayef, Fei Yin, Imen Bizid, Hyunsoo Choi, Yuan Feng, Dimosthenis Karatzas, Zhenbo Luo, Umapada Pal, Christophe Rigaud, Joseph Chazalon, Wafa Khlif, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Cheng-lin Liu, and Jean-Marc Ogier · 2017
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TextBoxes++: A Single-Shot Oriented Scene Text Detector
Minghui Liao, Baoguang Shi, and Xiang Bai · 2018
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Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
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Baoguang Shi, Xiang Bai, and Cong Yao · 2015
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Synthetic Data for Text Localisation in Natural Images, 2016
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Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition
Chee-Kheng Chng and Chee-Seng Chan · 2017
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Icdar2017 robust reading challenge on coco-text
Raul Gomez, Baoguang Shi, Lluis Gomez, Lukas Numann, Andreas Veit, Jiri Matas, Serge Belongie, and Dismosthenis Karatzas · 2017
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The Street View Text Dataset (SVT)
Kai Wang
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Minghui Liao, Pengyuan Lyu, Minghang He, Cong Yao, Wenhao Wu, and Xiang Bai · 2019
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UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World, 2020
Shangbang Long and Cong Yao · 2020
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TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text
Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba, and Tal Hassner · 2021
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