Abstract: A method for fill level determination, which can include receiving a set training set, training a neural network, selecting reference images, and/or determining a container fill level. A system for fill level determination, which can include a computing system, one or more containers, and/or one or more content sensors.
Type:
Application
Filed:
February 12, 2025
Publication date:
August 14, 2025
Applicant:
Compology LLC
Inventors:
Justin Armstrong, Shandy Brown, Mark Stefanski, Matthew Duncan
Abstract: A computer-implemented method for determining compacted fill level within a container is disclosed herein. The method can include receiving sensor data associated with an interior of the container from a content sensor, detecting contents within the interior of the container based on the sensor data, generating a flow parameter associated with the contents based on the sensor data, and determining the compacted fill level within the container based on the flow parameter.
Type:
Application
Filed:
January 22, 2025
Publication date:
July 24, 2025
Applicant:
Compology LLC
Inventors:
Justin Armstrong, Timothy Jay Longson, Benjamin Chehebar, Cason Male, Jacob Junker, Taylor Delehanty
Abstract: A method for fill level determination, which can include receiving a set training set, training a neural network, selecting reference images, and/or determining a container fill level. A system for fill level determination, which can include a computing system, one or more containers, and/or one or more content sensors.
Type:
Grant
Filed:
January 28, 2021
Date of Patent:
March 18, 2025
Assignee:
Compology LLC
Inventors:
Justin Armstrong, Shandy Brown, Mark Stefanski, Matthew Duncan
Abstract: A method for waste management, including recording an image of content within a waste container; extracting a set of content parameters from the image; characterizing the content within the waste container based on the set of content parameters; and routing a waste removal vehicle based on the content characterization.
Abstract: A method for waste management, including recording an image of content within a waste container; extracting a set of content parameters from the image; characterizing the content within the waste container based on the set of content parameters; and routing a waste removal vehicle based on the content characterization.
© 2026 Justia
