US 12,315,053 B2
Image classification through label progression
Hessam Bagherinezhad, Seattle, WA (US); Maxwell Horton, Los Angeles, CA (US); Mohammad Rastegari, Kirkland, WA (US); and Ali Farhadi, Seattle, WA (US)
Assigned to Apple Inc., Cupertino, CA (US)
Filed by Apple Inc., Cupertino, CA (US)
Filed on Dec. 18, 2023, as Appl. No. 18/544,288.
Application 18/544,288 is a division of application No. 17/308,032, filed on May 4, 2021, granted, now 11,887,225.
Application 17/308,032 is a continuation of application No. 16/386,151, filed on Apr. 16, 2019, granted, now 11,030,486, issued on Jun. 8, 2021.
Claims priority of provisional application 62/660,901, filed on Apr. 20, 2018.
Prior Publication US 2024/0144566 A1, May 2, 2024
Int. Cl. G06F 18/214 (2023.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06T 11/60 (2006.01); G06V 10/44 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/52 (2022.01); G06V 40/10 (2022.01); G06V 20/68 (2022.01)
CPC G06T 11/60 (2013.01) [G06F 18/2148 (2023.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06V 10/454 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/52 (2022.01); G06V 40/10 (2022.01); G06T 2210/22 (2013.01); G06V 20/68 (2022.01)] 20 Claims
OG exemplary drawing
 
1. A method, comprising:
obtaining an image from an image sensor of a computing device;
obtaining, by the computing device, person detection data from the image by applying, to the image, a neural network that has been trained using training data that includes a set of crops of a training image and a set of respective outputs from another neural network that are applied as labels for the set of crops; and
generating an alert signal with the computing device based on the person detection data.