[go: up one dir, main page]

EP3676754A4 - On-demand artificial intelligence and roadway stewardship system - Google Patents

On-demand artificial intelligence and roadway stewardship system Download PDF

Info

Publication number
EP3676754A4
EP3676754A4 EP19766866.8A EP19766866A EP3676754A4 EP 3676754 A4 EP3676754 A4 EP 3676754A4 EP 19766866 A EP19766866 A EP 19766866A EP 3676754 A4 EP3676754 A4 EP 3676754A4
Authority
EP
European Patent Office
Prior art keywords
artificial intelligence
roadway
demand
demand artificial
stewardship system
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP19766866.8A
Other languages
German (de)
French (fr)
Other versions
EP3676754A1 (en
Inventor
Jayant RATTI
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Individual
Original Assignee
Individual
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=67908733&utm_source=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=EP3676754(A4) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Priority claimed from US15/919,033 external-priority patent/US10296794B2/en
Application filed by Individual filed Critical Individual
Publication of EP3676754A1 publication Critical patent/EP3676754A1/en
Publication of EP3676754A4 publication Critical patent/EP3676754A4/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G06F18/24137—Distances to cluster centroïds
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G06V10/95—Hardware or software architectures specially adapted for image or video understanding structured as a network, e.g. client-server architectures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/59—Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
    • G06V20/597—Recognising the driver's state or behaviour, e.g. attention or drowsiness
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G06V40/19—Sensors therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Human Computer Interaction (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Psychiatry (AREA)
  • Medical Informatics (AREA)
  • Biomedical Technology (AREA)
  • Ophthalmology & Optometry (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Molecular Biology (AREA)
  • Social Psychology (AREA)
  • Databases & Information Systems (AREA)
  • Biophysics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Traffic Control Systems (AREA)
  • Image Analysis (AREA)
  • Document Processing Apparatus (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
EP19766866.8A 2018-03-12 2019-02-18 On-demand artificial intelligence and roadway stewardship system Pending EP3676754A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/919,033 US10296794B2 (en) 2016-12-20 2018-03-12 On-demand artificial intelligence and roadway stewardship system
PCT/IB2019/051294 WO2019175686A1 (en) 2018-03-12 2019-02-18 On-demand artificial intelligence and roadway stewardship system

Publications (2)

Publication Number Publication Date
EP3676754A1 EP3676754A1 (en) 2020-07-08
EP3676754A4 true EP3676754A4 (en) 2021-09-01

Family

ID=67908733

Family Applications (1)

Application Number Title Priority Date Filing Date
EP19766866.8A Pending EP3676754A4 (en) 2018-03-12 2019-02-18 On-demand artificial intelligence and roadway stewardship system

Country Status (5)

Country Link
EP (1) EP3676754A4 (en)
AU (2) AU2019235551B2 (en)
CA (1) CA3093836A1 (en)
SG (1) SG11201909815RA (en)
WO (1) WO2019175686A1 (en)

Families Citing this family (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2016219343B2 (en) * 2015-02-10 2021-09-02 Mobileye Vision Technologies Ltd. Sparse map for autonomous vehicle navigation
CN110807429B (en) * 2019-10-23 2023-04-07 西安科技大学 Construction safety detection method and system based on tiny-YOLOv3
US11281917B2 (en) * 2019-10-31 2022-03-22 Aptiv Technologies Limited Multi-domain neighborhood embedding and weighting of point cloud data
CN110909626A (en) * 2019-11-04 2020-03-24 上海眼控科技股份有限公司 Vehicle line pressing detection method and device, mobile terminal and storage medium
CN111259796A (en) * 2020-01-16 2020-06-09 东华大学 A Lane Line Detection Method Based on Image Geometric Features
CN113269005B (en) * 2020-02-14 2024-06-11 深圳云天励飞技术有限公司 Safety belt detection method and device and electronic equipment
US11494865B2 (en) * 2020-04-21 2022-11-08 Micron Technology, Inc. Passenger screening
CN111523544A (en) * 2020-04-23 2020-08-11 上海眼控科技股份有限公司 License plate type detection method and system, computer equipment and readable storage medium
CN111523488A (en) * 2020-04-26 2020-08-11 上海集光安防科技股份有限公司 Real-time monitoring method for kitchen staff behaviors
CN111582189B (en) * 2020-05-11 2023-06-23 腾讯科技（深圳）有限公司 Traffic signal lamp identification method and device, vehicle-mounted control terminal and motor vehicle
CN114092897A (en) * 2020-07-30 2022-02-25 罗伯特·博世有限公司 Road classification method and equipment
US12241754B2 (en) * 2020-08-04 2025-03-04 Toyota Research Institute, Inc. Systems and methods for map verification
CN111814762A (en) * 2020-08-24 2020-10-23 深延科技(北京)有限公司 Helmet wearing detection method and device
CN113486764B (en) * 2021-06-30 2022-05-03 中南大学 Pothole detection method based on improved YOLOv3
US12230139B2 (en) * 2021-11-18 2025-02-18 Here Global B.V. Predicting traffic violation hotspots using map features and sensors data
CN117423093B (en) * 2023-12-18 2024-03-29 深圳市深航华创汽车科技有限公司 Driving detection method, device, equipment and storage medium based on driving recorder
CN118379671B (en) * 2024-06-27 2024-08-16 四川国蓝中天环境科技集团有限公司 Urban road damage identification method based on video and path planning

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5448484A (en) * 1992-11-03 1995-09-05 Bullock; Darcy M. Neural network-based vehicle detection system and method
CN107730906A (en) * 2017-07-11 2018-02-23 银江股份有限公司 Zebra stripes vehicle does not give precedence to the vision detection system of pedestrian behavior

Family Cites Families (63)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6546119B2 (en) 1998-02-24 2003-04-08 Redflex Traffic Systems Automated traffic violation monitoring and reporting system
DE19842176A1 (en) 1998-09-15 2000-03-16 Bosch Gmbh Robert Method to identify traffic signs in surroundings of vehicle and for vehicle navigation, involves including satellite-based navigation system and unit to identify vehicle signs, which are used to update data from each other
DE19952153A1 (en) 1999-10-29 2001-05-03 Volkswagen Ag Method and device for the electronic recognition of traffic signs
US7526103B2 (en) 2004-04-15 2009-04-28 Donnelly Corporation Imaging system for vehicle
US7720580B2 (en) 2004-12-23 2010-05-18 Donnelly Corporation Object detection system for vehicle
DE102005014114A1 (en) 2005-03-21 2006-10-05 Valeo Schalter Und Sensoren Gmbh Track recognition system and method
DE102005039895A1 (en) 2005-08-23 2007-03-01 Siemens Ag Lane Departure Warning and / or Lane Keeping System
US8446467B2 (en) 2006-05-05 2013-05-21 Scott K. Tilton Combined speed detection, video and timing apparatus
US8213685B2 (en) 2007-01-05 2012-07-03 American Traffic Solutions, Inc. Video speed detection system
CN100565555C (en) 2007-12-05 2009-12-02 浙江工业大学 Peccancy parking detector based on computer vision
US8041080B2 (en) 2009-03-31 2011-10-18 Mitsubi Electric Research Laboratories, Inc. Method for recognizing traffic signs
US8587649B2 (en) 2009-04-21 2013-11-19 Create Electronic Optical Co., Ltd. Lane departure warning system
TWI431559B (en) 2010-10-29 2014-03-21 Univ Nat Chiao Tung A vehicle registration-plate detecting method and system thereof
US9092979B2 (en) 2010-12-14 2015-07-28 Xerox Corporation Automated license plate recognition system and method using human-in-the-loop based adaptive learning
SE535596C2 (en) 2011-02-14 2012-10-09 Scania Cv Ab Length estimation of vehicles
WO2013009697A1 (en) 2011-07-08 2013-01-17 Bendix Commercial Vehicle Systems Llc Image-based vehicle detection and distance measuring method and apparatus
DE102011081456A1 (en) 2011-08-24 2013-02-28 Ford Global Technologies, Llc Device and method for traffic sign recognition
CN103020623B (en) 2011-09-23 2016-04-06 株式会社理光 Method for traffic sign detection and road traffic sign detection equipment
EP2574958B1 (en) 2011-09-28 2017-02-22 Honda Research Institute Europe GmbH Road-terrain detection method and system for driver assistance systems
EP2578464B1 (en) 2011-10-06 2014-03-19 Honda Research Institute Europe GmbH Video-based warning system for a vehicle
CN202422420U (en) 2012-01-13 2012-09-05 大连民族学院 Illegal parking detection system based on video monitoring
US20130311075A1 (en) 2012-05-18 2013-11-21 Continental Automotive Systems, Inc. Motorcycle and helmet providing advance driver assistance
US10347127B2 (en) 2013-02-21 2019-07-09 Waymo Llc Driving mode adjustment
EA032553B1 (en) 2013-05-27 2019-06-28 Экин Текнолоджи Санайи Ве Тикарет Аноним Ширкети Mobile number plate recognition and speed detection system
US9305223B1 (en) 2013-06-26 2016-04-05 Google Inc. Vision-based indicator signal detection using spatiotemporal filtering
US9852019B2 (en) * 2013-07-01 2017-12-26 Agent Video Intelligence Ltd. System and method for abnormality detection
ES2455841B1 (en) 2013-07-17 2015-01-21 Kaparazoom Slu Traffic signal identification signal for computer vision
WO2015056105A1 (en) 2013-10-14 2015-04-23 Mobileye Vision Technologies Ltd. Forward-facing multi-imaging system for navigating a vehicle
US9412031B2 (en) 2013-10-16 2016-08-09 Xerox Corporation Delayed vehicle identification for privacy enforcement
CN103778786B (en) 2013-12-17 2016-04-27 东莞中国科学院云计算产业技术创新与育成中心 A kind of break in traffic rules and regulations detection method based on remarkable vehicle part model
JP5894201B2 (en) 2014-02-14 2016-03-23 株式会社日本自動車部品総合研究所 Boundary line recognition device
US9477892B2 (en) * 2014-03-26 2016-10-25 Xerox Corporation Efficient method of offline training a special-type parked vehicle detector for video-based on-street parking occupancy detection systems
WO2015177648A1 (en) 2014-05-14 2015-11-26 Ofer Springer Systems and methods for curb detection and pedestrian hazard assessment
US9747505B2 (en) 2014-07-07 2017-08-29 Here Global B.V. Lane level traffic
CN104200668B (en) 2014-07-28 2017-07-11 四川大学 A kind of motorcycle based on graphical analysis is not helmeted violation event detection method
US9779314B1 (en) 2014-08-21 2017-10-03 Waymo Llc Vision-based detection and classification of traffic lights
CN104298976B (en) 2014-10-16 2017-09-26 电子科技大学 Detection method of license plate based on convolutional neural networks
US10438073B2 (en) 2014-10-28 2019-10-08 Trw Automotive U.S. Llc Augmented lane detection using kinematic data
US9286524B1 (en) 2015-04-15 2016-03-15 Toyota Motor Engineering & Manufacturing North America, Inc. Multi-task deep convolutional neural networks for efficient and robust traffic lane detection
US10078789B2 (en) 2015-07-17 2018-09-18 Magna Electronics Inc. Vehicle parking assist system with vision-based parking space detection
US9805274B2 (en) 2016-02-03 2017-10-31 Honda Motor Co., Ltd. Partially occluded object detection using context and depth ordering
KR101818842B1 (en) 2016-03-10 2018-02-21 현대오토에버 주식회사 Driving assistant apparatus, distance detection method and width of lane detection method
US20170300763A1 (en) 2016-04-19 2017-10-19 GM Global Technology Operations LLC Road feature detection using a vehicle camera system
CN105975929A (en) 2016-05-04 2016-09-28 北京大学深圳研究生院 Fast pedestrian detection method based on aggregated channel features
US9760806B1 (en) 2016-05-11 2017-09-12 TCL Research America Inc. Method and system for vision-centric deep-learning-based road situation analysis
CN106022300B (en) 2016-06-02 2019-07-05 中国科学院信息工程研究所 Traffic sign recognition method and system based on cascade deep study
EP3261017A1 (en) 2016-06-20 2017-12-27 Delphi Technologies, Inc. Image processing system to detect objects of interest
US10019640B2 (en) 2016-06-24 2018-07-10 Accenture Global Solutions Limited Intelligent automatic license plate recognition for electronic tolling environments
CN106295551B (en) 2016-08-05 2019-10-18 南京理工大学 A real-time detection method of personnel helmet wearing based on video analysis
CN106250892A (en) 2016-08-11 2016-12-21 万永秀 Method of Automatic Recognition for Character of Lcecse Plate
CN106408000A (en) 2016-08-25 2017-02-15 国网浙江省电力公司杭州供电公司 Method and device for intelligent detection on personnel safety helmet
CN106372662B (en) 2016-08-30 2020-04-28 腾讯科技（深圳）有限公司 Detection method and device for wearing of safety helmet, camera and server
CN106373426B (en) 2016-09-29 2019-02-12 成都通甲优博科技有限责任公司 Parking stall based on computer vision and violation road occupation for parking monitoring method
CN106652465B (en) 2016-11-15 2020-04-07 成都通甲优博科技有限责任公司 Method and system for identifying abnormal driving behaviors on road
CN106327878A (en) 2016-11-16 2017-01-11 天津市中环系统工程有限责任公司 Movable illegal parking snapshot system and implementation method
CN106845480A (en) 2017-01-13 2017-06-13 河海大学 A kind of method that car plate is recognized from picture
CN106874907B (en) 2017-01-19 2019-08-27 博康智能信息技术有限公司北京海淀分公司 A kind of method and device for establishing Car license recognition model
CN106874863B (en) * 2017-01-24 2020-02-07 南京大学 Vehicle illegal parking and reverse running detection method based on deep convolutional neural network
CN106845430A (en) 2017-02-06 2017-06-13 东华大学 Pedestrian detection and tracking based on acceleration region convolutional neural networks
CN107154045B (en) 2017-03-31 2020-06-09 南京航空航天大学 Accurate positioning method for vehicles on flow guide area illegal rolling line based on computer vision
CN106935035B (en) 2017-04-07 2019-07-23 西安电子科技大学 Parking offense vehicle real-time detection method based on SSD neural network
CN107491753A (en) 2017-08-16 2017-12-19 电子科技大学 A kind of parking offense detection method based on background modeling
CN107481526A (en) 2017-09-07 2017-12-15 公安部第三研究所 System and method for lane change detection record and illegal lane change report control

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5448484A (en) * 1992-11-03 1995-09-05 Bullock; Darcy M. Neural network-based vehicle detection system and method
CN107730906A (en) * 2017-07-11 2018-02-23 银江股份有限公司 Zebra stripes vehicle does not give precedence to the vision detection system of pedestrian behavior

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
See also references of WO2019175686A1 *
XUEMEI XIE ET AL: "Real-Time Illegal Parking Detection System Based on Deep Learning", DEEP LEARNING TECHNOLOGIES, ACM, 2 PENN PLAZA, SUITE 701NEW YORKNY10121-0701USA, 2 June 2017 (2017-06-02), pages 23 - 27, XP058370364, ISBN: 978-1-4503-5232-1, DOI: 10.1145/3094243.3094261 *

Also Published As

Publication number Publication date
WO2019175686A1 (en) 2019-09-19
AU2019235551A1 (en) 2020-09-24
AU2019235551B2 (en) 2022-02-03
EP3676754A1 (en) 2020-07-08
AU2021254525A1 (en) 2021-11-11
SG11201909815RA (en) 2019-11-28
CA3093836A1 (en) 2019-09-19

Similar Documents

Publication Publication Date Title
EP3676754A4 (en) On-demand artificial intelligence and roadway stewardship system
IL276351A (en) System and method for facilitating affective-state-based artificial intelligence
EP3559928A4 (en) On-demand roadway stewardship system
EP3688012A4 (en) Compounds and methods of modulating protein degradation
EP3772904A4 (en) Growing system and method
EP3858064A4 (en) System and methods for enabling dl-edt
EP3802061A4 (en) Improved stereolithography techniques and related systems and methods
GB2570138B (en) System and methods
EP3752714A4 (en) Roadway conduit systems and methods
EP3707660A4 (en) Robust and adaptive artificial intelligence modeling
EP3692009A4 (en) Biocementation method and system
EP3906468A4 (en) Decision intelligence system and method
EP3841548A4 (en) Cryptocurrency mining selection system and method
GB201804451D0 (en) Artificial neural networks
EP3856085A4 (en) Flexible interbody spacer and methods for use
EP3712231A4 (en) Coking system and coking method
EP3701918A4 (en) Implant and implant system
GB201803083D0 (en) Artificial Neural Networks
EP3652690A4 (en) Artificial intelligence negotiation system
EP3918563A4 (en) Artificial intelligence negotiation system and method
EP3254240A4 (en) System and method for using artificial intelligence in making decisions
EP3678480A4 (en) Tunicate tending and harvesting system and method
EP3779966A4 (en) Artificial intelligence service method and device therefor
GB201818221D0 (en) Communication systems and methods
SG11202008015PA (en) An artificial intelligence based prescriptive sales analytics system and method

Legal Events

Date Code Title Description
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE

PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20200330

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): 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

AX Request for extension of the european patent

Extension state: BA ME

RIC1 Information provided on ipc code assigned before grant

Ipc: G06K 9/00 20060101AFI20210428BHEP

Ipc: G06N 5/00 20060101ALI20210428BHEP

DAV Request for validation of the european patent (deleted)
DAX Request for extension of the european patent (deleted)
A4 Supplementary search report drawn up and despatched

Effective date: 20210804

RIC1 Information provided on ipc code assigned before grant

Ipc: G06K 9/00 20060101AFI20210729BHEP

Ipc: G06N 5/00 20060101ALI20210729BHEP

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: EXAMINATION IS IN PROGRESS

17Q First examination report despatched

Effective date: 20220602