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US Patent 12079662 Picture processing method, and task data processing method and apparatus

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
120796620
Patent Inventor Names
Yao Xin0
Date of Patent
September 3, 2024
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Patent Application Number
170108120
Date Filed
September 2, 2020
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Patent Citations
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US Patent 11341368 Methods and systems for advanced and augmented training of deep neural networks using synthetic data and innovative generative networks
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US Patent 11501477 Customizing font bounding boxes for variable fonts
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US Patent 11449706 Information processing method and information processing system
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US Patent 11531565 Techniques to generate execution schedules from neural network computation graphs
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US Patent 10032072 Text recognition and localization with deep learning
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US Patent 10970599 Learning copy space using regression and segmentation neural networks
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Patent Primary Examiner
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Mia M Thomas
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CPC Code
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G06F 2209/486
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G06F 2209/5018
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G06F 9/3818
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G06V 10/242
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G06V 10/426
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G06V 10/82
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G06V 10/955
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G06V 20/63
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Patent abstract

A picture processing method is provided for a computer device. The method includes obtaining a to-be-processed picture; extracting a text feature in the to-be-processed picture using a machine learning model; and determining text box proposals at any angles in the to-be-processed picture according to the text feature. Corresponding subtasks are performed by using processing units corresponding to substructures in the machine learning model, and at least part of the processing units comprise a field-programmable gate array (FPGA) unit. The method also includes performing rotation region of interest (RROI) pooling processing on each text box proposal, and projecting the text box proposal onto a feature graph of a fixed size, to obtain a text box feature graph corresponding to the text box proposal; and recognizing text in the text box feature graph, to obtain a text recognition result.

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