EP 3998931 A1 20220525 - REAL-TIME DEPLOYMENT OF MACHINE LEARNING SYSTEMS
Title (en)
REAL-TIME DEPLOYMENT OF MACHINE LEARNING SYSTEMS
Title (de)
ECHTZEIT-EINSATZ VON MASCHINENLERNSYSTEMEN
Title (fr)
DÉPLOIEMENT EN TEMPS RÉEL DE SYSTÈMES D'APPRENTISSAGE AUTOMATIQUE
Publication
Application
Priority
US 2019041945 W 20190716
Abstract (en)
[origin: WO2021010985A1] Methods, systems, and apparatus, including computer programs encoded on computer storage media, for real-time deployment of machine learning systems. One of the operations is performed by the system receiving video data from a video image capturing device. The received video data is converted into multiple video frames. These video frames are encoded into a particular color space format. The system renders a first display output depicting imagery from the multiple encoded video frames. The system performs an inference on the video frames using a machine learning network to determine the occurrence of one or more objects in the video frames. The system renders a second display output depicting graphical information corresponding to the determined one or more objects from the multiple encoded video frames. The system then generates a composite display output including the imagery of the first display output overlaid with the graphical information of the second display output.
IPC 8 full level
A61B 1/05 (2006.01); A61B 8/00 (2006.01); G16H 30/00 (2018.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01)
CPC (source: EP US)
A61B 1/000094 (2022.02 - EP US); A61B 1/000096 (2022.02 - EP US); G06F 3/1438 (2013.01 - EP); G06T 7/0012 (2013.01 - EP); G06V 20/80 (2022.01 - EP); G16H 30/20 (2017.12 - EP); G16H 30/40 (2017.12 - EP); G16H 40/63 (2017.12 - EP); G16H 40/67 (2017.12 - EP); G16H 50/20 (2017.12 - EP); G06T 2207/10024 (2013.01 - EP); G06T 2207/10068 (2013.01 - EP); G06T 2207/20081 (2013.01 - EP); G06T 2207/20084 (2013.01 - EP); G06T 2207/30028 (2013.01 - EP); G06V 2201/032 (2022.01 - EP); G09G 2360/06 (2013.01 - EP); G09G 2380/08 (2013.01 - EP)
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
WO 2021010985 A1 20210121; EP 3998931 A1 20220525; EP 3998931 A4 20230419; JP 2022541897 A 20220928; JP 7420916 B2 20240123
DOCDB simple family (application)
US 2019041945 W 20190716; EP 19937726 A 20190716; JP 2022502859 A 20190716