US 11,727,678 B2
Method and apparatus for image recognition in mobile communication device to identify and weigh items
Marcel Herz, Sydney (AU); and Christopher Bradley Rodney Sampson, Sydney (AU)
Assigned to Tiliter Pty Ltd., Sydney (AU)
Filed by Tiliter Pty Ltd., Sydney (AU)
Filed on Oct. 30, 2020, as Appl. No. 17/85,582.
Prior Publication US 2022/0138465 A1, May 5, 2022
Int. Cl. G06V 20/10 (2022.01); G06T 7/70 (2017.01); G06N 3/04 (2023.01); G06V 20/62 (2022.01); G10L 13/02 (2013.01); G06Q 30/0283 (2023.01); G06F 9/54 (2006.01); G06V 10/40 (2022.01); G06V 20/68 (2022.01); G06V 30/10 (2022.01); G06F 18/21 (2023.01); G06F 18/24 (2023.01); G06Q 20/32 (2012.01)
CPC G06V 20/10 (2022.01) [G06F 9/541 (2013.01); G06F 18/21 (2023.01); G06F 18/24 (2023.01); G06N 3/04 (2013.01); G06Q 30/0283 (2013.01); G06T 7/70 (2017.01); G06V 10/40 (2022.01); G06V 20/62 (2022.01); G06V 20/68 (2022.01); G06V 30/10 (2022.01); G10L 13/02 (2013.01); G06Q 20/322 (2013.01); G06T 2207/30204 (2013.01)] 18 Claims
OG exemplary drawing
 
1. A method comprising:
executing, at a first compute device, a first model to extract a first region of interest (ROI) image and a second ROI image from an image that shows a produce and an indication of information associated to the produce, the first ROI image including a portion of the image showing the produce and the second ROI image including a portion of the image showing the indication of information;
executing a second model to identify the produce from the first ROI image and generate a representation of the produce;
executing a third model to read the indication of information associated to the produce from the second ROI image and generate a representation of information;
executing a fourth model to classify the produce from the first ROI image to a bagged produce or a non-bagged produce; and
transmitting the representation of the produce and the representation of information to a second compute device remote from the first compute device, the second compute device configured to calculate a price of the produce based on the representation of information.