RASTER IMAGE DIGITIZATION USING MACHINE LEARNING TECHNIQUES
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United States of America Patent
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Apr 27, 2023
app pub date -
Mar 2, 2021
filing date -
Mar 5, 2020
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Abstract
A method for digitizing image-based data includes receiving an image file including one or more target objects, generating an intermediate image by removing noise from the image file using a denoising machine learning model, identifying the one or more target objects included in the intermediate image using an object segmentation machine learning model, discretizing the one or more target objects that were identified using the trained object segmentation machine learning model, and storing the one or more target objects that were discretized in a data file, visualizing the one or more target objects, or both.
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