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US Patent 11341371 Method, device and terminal for generating training data

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11341371
Date of Patent
May 24, 2022
Patent Application Number
16751254
Date Filed
January 24, 2020
Patent Citations
‌
US Patent 10579908 Machine-learning based technique for fast image enhancement
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US Patent 10592386 Fully automated machine learning system which generates and optimizes solutions given a dataset and a desired outcome
‌
US Patent 10776626 Machine learning based identification of visually complementary item collections
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US Patent 10691975 Lookup-based convolutional neural network
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US Patent 11210477 Systems and methods for transferring stylistic expression in machine translation of sequence data
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US Patent 10346723 Neural network for object detection in images
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US Patent 10467820 Image style transfer for three-dimensional models
Patent Citations Received
‌
US Patent 11468294 Projecting images to a generative model based on gradient-free latent vector determination
Patent Primary Examiner
‌
Amir Alavi
CPC Code
‌
H04N 1/40062
‌
G06T 7/001
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G06K 9/6255
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G06K 9/6259

A method, a device and a terminal for generating training data is provided. The method for generating training data includes: obtaining an original image; determining a transferred image based on the image style transfer model and the original image, wherein the image style transfer model is obtained by minimizing a loss function, the loss function is determined by the original loss function the background loss function and the foreground loss function; determining the training data based on the transferred image. The difference between the generated training data and the target image is small, thereby improving the accuracy of the training model obtained by using the training data.

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