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Ilya Zharkov

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Research Papers

Uber-Text: A Large-Scale Dataset for Optical Character Recognition from Street-Level Imagery

Y. Zhang, L. Gueguen, I. Zharkov, P. Zhang, K. Seifert, B. Kadlec
Optical Character Recognition (OCR) approaches have been widely advanced in recent years thanks to the resurgence of deep learning. The state-of-the-art models are mainly trained on the datasets consisting of the constrained scenes. Detecting and recognizing text from the real-world images remains a technical challenge. [...] [PDF]
Conference on Computer Vision and Pattern Recognition (CVPR), 2017

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