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US Patent 10535138 Sensor data segmentation

Patent 10535138 was granted and assigned to Zoox on January, 2020 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Current Assignee
Zoox
Zoox
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
105351380
Patent Inventor Names
David Pfeiffer0
Date of Patent
January 14, 2020
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Patent Application Number
158202450
Date Filed
November 21, 2017
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Patent Citations Received
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US Patent 12087009 System and method for robotic object detection using a convolutional neural network
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US Patent 11481571 Automated localized machine learning training
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US Patent D971244 Display screen or portion thereof having an animated graphical user interface
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US Patent D971255 Display screen or portion thereof having a graphical user interface
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US Patent 11521010 Automatically choosing data samples for annotation
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US Patent 11429807 Automated collection of machine learning training data
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US Patent 11972613 Apparatus and methods for atmospheric condition detection
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US Patent 12008403 System for electronic identification of attributes for performing maintenance, monitoring, and distribution of designated resources
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...
Patent Primary Examiner
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Gregory M Desire
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Patent abstract

A system may include one or more processors configured to receive a plurality of images representing an environment. The images may include image data generated by an image capture device. The processors may also be configured to transmit the image data to an image segmentation network configured to segment the images. The processors may also be configured to receive sensor data associated with the environment including sensor data generated by a sensor of a type different than an image capture device. The processors may be configured to associate the sensor data with segmented images to create a training dataset. The processors may be configured to transmit the training dataset to a machine learning network configured to run a sensor data segmentation model, and train the sensor data segmentation model using the training dataset, such that the sensor data segmentation model is configured to segment sensor data.

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