Patents Assigned to LexSet.ai LLC

Detecting one or more objects in an image, or sequence of images, and determining a category and one or more descriptors for each of the one or more objects, generating synthetic training data, and training a neural network with the synthetic training data

Patent number: 10915730

Abstract: In an embodiment, an image-capture system, includes an image-capture device and computing circuitry. The image-capture device is configured to capture an image of a region of space that includes an object. And the computing circuitry is coupled to the image-capture device and is configured to detect a representation of the object in the image, to determine a representation of a boundary of the detected representation, to provide image information corresponding to the detected representation to an image-analysis system, to receive, from the image-analysis system, an identifier of a category to which the object belongs, and a descriptor of the object, and to generate a representation of a list that includes the identifier and the descriptor.

Type: Grant

Filed: September 21, 2018

Date of Patent: February 9, 2021

Assignee: LexSet.ai LLC

Inventors: Leslie Karpas, Francis Bitonti, Azam Khan
DETECTING ONE OR MORE OBJECTS IN AN IMAGE, OR SEQUENCE OF IMAGES, AND DETERMINING A CATEGORY AND ONE OR MORE DESCRIPTORS FOR EACH OF THE ONE OR MORE OBJECTS, GENERATING SYNTHETIC TRAINING DATA, AND TRAINING A NEURAL NETWORK WITH THE SYNTHETIC TRAINING DATA

Publication number: 20190102601

Abstract: In an embodiment, an image-capture system, includes an image-capture device and computing circuitry. The image-capture device is configured to capture an image of a region of space that includes an object. And the computing circuitry is coupled to the image-capture device and is configured to detect a representation of the object in the image, to determine a representation of a boundary of the detected representation, to provide image information corresponding to the detected representation to an image-analysis system, to receive, from the image-analysis system, an identifier of a category to which the object belongs, and a descriptor of the object, and to generate a representation of a list that includes the identifier and the descriptor.

Type: Application

Filed: September 21, 2018

Publication date: April 4, 2019

Applicant: LexSet.ai LLC

Inventors: Leslie Karpas, Francis Bitonti, Azam Khan

Detecting one or more objects in an image, or sequence of images, and determining a category and one or more descriptors for each of the one or more objects, generating synthetic training data, and training a neural network with the synthetic training data

DETECTING ONE OR MORE OBJECTS IN AN IMAGE, OR SEQUENCE OF IMAGES, AND DETERMINING A CATEGORY AND ONE OR MORE DESCRIPTORS FOR EACH OF THE ONE OR MORE OBJECTS, GENERATING SYNTHETIC TRAINING DATA, AND TRAINING A NEURAL NETWORK WITH THE SYNTHETIC TRAINING DATA