Bastian Solutions, LLC (20250124534). MACHINE LEARNING TECHNIQUE FOR ENHANCING OBJECT DETECTION
MACHINE LEARNING TECHNIQUE FOR ENHANCING OBJECT DETECTION
Organization Name
Inventor(s)
Eric Michael Smith of Dallas TX US
Amey Sunil Kulkarni of Boise ID US
Shelby Lynne Cass of Corvallis OR US
Paola Andrea Gutierrez Guzman of Boise ID US
MACHINE LEARNING TECHNIQUE FOR ENHANCING OBJECT DETECTION
This abstract first appeared for US patent application 20250124534 titled 'MACHINE LEARNING TECHNIQUE FOR ENHANCING OBJECT DETECTION
Original Abstract Submitted
a system includes a camera system configured to capture images of items in a tote. the camera system is configured to interface with an artificial intelligence (ai) system to process images in a variety of ways to support picking and/or placing operations by a robot. such processing includes planning pick points for items, applying a filter to an image, and planning movement of a robot to perform a picking operation. the camera system further includes an augmented reality tag (artag) that is used to calibrate cameras and other devices. the system is configured to train the ai system based on images collected by the camera system wherein the camera system randomly varies the camera settings for each image.