SG11202012505SA - System and method for training a damage identification model - Google Patents

System and method for training a damage identification model

Info

Publication number
SG11202012505SA
SG11202012505SA SG11202012505SA SG11202012505SA SG11202012505SA SG 11202012505S A SG11202012505S A SG 11202012505SA SG 11202012505S A SG11202012505S A SG 11202012505SA SG 11202012505S A SG11202012505S A SG 11202012505SA SG 11202012505S A SG11202012505S A SG 11202012505SA
Authority
SG
Singapore
Prior art keywords
training
identification model
damage identification
damage
model
Prior art date
Application number
SG11202012505SA
Other languages
English (en)
Inventor
Jaun Xu
Original Assignee
Advanced New Technologies Co Ltd
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
Application filed by Advanced New Technologies Co Ltd filed Critical Advanced New Technologies Co Ltd
Priority claimed from PCT/US2019/048908 external-priority patent/WO2020047316A1/en
Publication of SG11202012505SA publication Critical patent/SG11202012505SA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/55—Clustering; Classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/5866—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/211—Selection of the most significant subset of features
    • G06F18/2113—Selection of the most significant subset of features by ranking or filtering the set of features, e.g. using a measure of variance or of feature cross-correlation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/20—Administration of product repair or maintenance
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/08—Insurance
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • 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
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30108—Industrial image inspection
    • G06T2207/30156—Vehicle coating
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30248—Vehicle exterior or interior
SG11202012505SA 2018-08-31 2019-08-29 System and method for training a damage identification model SG11202012505SA (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201811012749.2A CN110570316A (zh) 2018-08-31 2018-08-31 训练损伤识别模型的方法及装置
US16/554,223 US11080839B2 (en) 2018-08-31 2019-08-28 System and method for training a damage identification model
PCT/US2019/048908 WO2020047316A1 (en) 2018-08-31 2019-08-29 System and method for training a damage identification model

Publications (1)

Publication Number Publication Date
SG11202012505SA true SG11202012505SA (en) 2021-03-30

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Application Number Title Priority Date Filing Date
SG11202012505SA SG11202012505SA (en) 2018-08-31 2019-08-29 System and method for training a damage identification model

Country Status (5)

Country Link
US (2) US11080839B2 (zh)
EP (1) EP3844668A1 (zh)
CN (1) CN110570316A (zh)
SG (1) SG11202012505SA (zh)
TW (1) TW202011290A (zh)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108550080A (zh) * 2018-03-16 2018-09-18 阿里巴巴集团控股有限公司 物品定损方法及装置
US20200090314A1 (en) * 2018-09-13 2020-03-19 Virtual Control Limited System and method for determining a condition of an object
CN109359676A (zh) * 2018-10-08 2019-02-19 百度在线网络技术（北京）有限公司 用于生成车辆损伤信息的方法和装置
CN110399804A (zh) * 2019-07-01 2019-11-01 浙江师范大学 一种基于深度学习的食品检测识别方法
CN111695609A (zh) * 2020-05-26 2020-09-22 平安科技（深圳）有限公司 目标物损伤程度判定方法、装置、电子设备及存储介质
CN111666990A (zh) * 2020-05-27 2020-09-15 平安科技（深圳）有限公司 车辆损伤特征检测方法、装置、计算机设备及存储介质
CN112132796A (zh) * 2020-09-15 2020-12-25 佛山读图科技有限公司 以反馈数据自主学习提升检测精度的视觉检测方法和系统
CN112419244B (zh) * 2020-11-11 2022-11-01 浙江大学 混凝土裂缝分割方法及装置
CN112613408B (zh) * 2020-12-23 2022-10-04 宁波市交通建设工程试验检测中心有限公司 一种安全帽视频检测方法、系统、存储介质及安全帽
CN112766398B (zh) * 2021-01-27 2022-09-16 无锡中车时代智能装备研究院有限公司 发电机转子通风孔识别方法及设备
CN112950634B (zh) * 2021-04-22 2023-06-30 内蒙古电力(集团)有限责任公司内蒙古电力科学研究院分公司 基于无人机巡检的风力机叶片损伤识别方法、设备和系统
US20230153975A1 (en) * 2021-11-16 2023-05-18 Solera Holdings, Llc Transfer of damage markers from images to 3d vehicle models for damage assessment
CN115240031B (zh) * 2022-07-21 2023-10-27 无锡锤头鲨智能科技有限公司 一种基于生成对抗网络的板材表面缺陷生成方法及系统

Family Cites Families (102)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7031901B2 (en) 1998-05-13 2006-04-18 Abu El Ata Nabil A System and method for improving predictive modeling of an information system
US6233364B1 (en) 1998-09-18 2001-05-15 Dainippon Screen Engineering Of America Incorporated Method and system for detecting and tagging dust and scratches in a digital image
US6397334B1 (en) 1998-12-17 2002-05-28 International Business Machines Corporation Method and system for authenticating objects and object data
US6644973B2 (en) 2000-05-16 2003-11-11 William Oster System for improving reading and speaking
US6925452B1 (en) 2000-05-22 2005-08-02 International Business Machines Corporation Method and system for recognizing end-user transactions
US7093129B1 (en) 2000-06-19 2006-08-15 International Business Machines Corporation Secured encrypted communications in a voice browser
JP3846851B2 (ja) 2001-02-01 2006-11-15 松下電器産業株式会社 画像のマッチング処理方法及びその装置
US7565537B2 (en) 2002-06-10 2009-07-21 Microsoft Corporation Secure key exchange with mutual authentication
US20040196363A1 (en) 2003-04-01 2004-10-07 Gary Diamond Video identification verification system
US7466824B2 (en) 2003-10-09 2008-12-16 Nortel Networks Limited Method and system for encryption of streamed data
US7401012B1 (en) 2005-04-20 2008-07-15 Sun Microsystems, Inc. Method and apparatus for characterizing computer system workloads
US8448226B2 (en) 2005-05-13 2013-05-21 Sarangan Narasimhan Coordinate based computer authentication system and methods
US7536304B2 (en) 2005-05-27 2009-05-19 Porticus, Inc. Method and system for bio-metric voice print authentication
KR101426870B1 (ko) 2007-03-06 2014-09-19 스미토모덴키고교가부시키가이샤 화상 가공 방법, 컴퓨터 프로그램을 기록한 컴퓨터 판독 가능한 기록 매체, 및 화상 검사 방법
US7872584B2 (en) 2007-04-09 2011-01-18 Honeywell International Inc. Analyzing smoke or other emissions with pattern recognition
US8280106B2 (en) 2007-09-29 2012-10-02 Samsung Electronics Co., Ltd. Shadow and highlight detection system and method of the same in surveillance camera and recording medium thereof
US8014596B2 (en) * 2007-10-30 2011-09-06 Sharp Laboratories Of America, Inc. Methods and systems for background color extrapolation
US9298979B2 (en) 2008-01-18 2016-03-29 Mitek Systems, Inc. Systems and methods for mobile image capture and content processing of driver's licenses
US8180629B2 (en) 2008-07-10 2012-05-15 Trigent Softward Ltd. Automatic pattern generation in natural language processing
DE102008046254A1 (de) 2008-09-08 2010-03-11 Giesecke & Devrient Gmbh Wertdokumentbearbeitungsvorrichtung und ein Verfahren zur Reduktion von Staub in der Wertdokumentbearbeitungsvorrichtung
KR101556654B1 (ko) 2008-11-28 2015-10-02 삼성전자주식회사 영상 통화 수행 방법 및 장치
US8363720B2 (en) * 2009-01-26 2013-01-29 Panasonic Corporation Moving image processing device, moving image processing method and imaging apparatus
US8121400B2 (en) 2009-09-24 2012-02-21 Huper Laboratories Co., Ltd. Method of comparing similarity of 3D visual objects
US9253167B2 (en) 2011-04-19 2016-02-02 Apriva, Llc Device and system for facilitating communication and networking within a secure mobile environment
US9082235B2 (en) 2011-07-12 2015-07-14 Microsoft Technology Licensing, Llc Using facial data for device authentication or subject identification
US8625887B2 (en) * 2011-07-13 2014-01-07 Google Inc. Systems and methods for matching visual object components
US20140229207A1 (en) 2011-09-29 2014-08-14 Tata Consultancy Services Limited Damage assessment of an object
US8966613B2 (en) 2011-09-30 2015-02-24 Microsoft Technology Licensing, Llc Multi-frame depth image information identification
US9478037B2 (en) * 2011-12-08 2016-10-25 Intel Corporation Techniques for efficient stereo block matching for gesture recognition
US8989515B2 (en) 2012-01-12 2015-03-24 Kofax, Inc. Systems and methods for mobile image capture and processing
US9066125B2 (en) 2012-02-10 2015-06-23 Advanced Biometric Controls, Llc Secure display
JP6052657B2 (ja) 2012-03-13 2016-12-27 パナソニックＩｐマネジメント株式会社 対象物検証装置、対象物検証プログラム、及び対象物検証方法
US9536361B2 (en) * 2012-03-14 2017-01-03 Autoconnect Holdings Llc Universal vehicle notification system
US8705836B2 (en) 2012-08-06 2014-04-22 A2iA S.A. Systems and methods for recognizing information in objects using a mobile device
US8712893B1 (en) * 2012-08-16 2014-04-29 Allstate Insurance Company Enhanced claims damage estimation using aggregate display
US9582843B2 (en) 2012-08-20 2017-02-28 Tautachrome, Inc. Authentication and validation of smartphone imagery
US9036943B1 (en) * 2013-03-14 2015-05-19 Amazon Technologies, Inc. Cloud-based image improvement
US9147127B2 (en) 2013-03-15 2015-09-29 Facebook, Inc. Verification of user photo IDs
US10475014B1 (en) 2013-03-15 2019-11-12 Amazon Technologies, Inc. Payment device security
US9723251B2 (en) 2013-04-23 2017-08-01 Jaacob I. SLOTKY Technique for image acquisition and management
US9268823B2 (en) 2013-05-10 2016-02-23 International Business Machines Corporation Partial match derivation using text analysis
EP3686754A1 (en) * 2013-07-30 2020-07-29 Kodak Alaris Inc. System and method for creating navigable views of ordered images
CN103442001B (zh) 2013-08-22 2019-05-17 百度在线网络技术（北京）有限公司 信息推荐方法、装置和服务器
US10319035B2 (en) 2013-10-11 2019-06-11 Ccc Information Services Image capturing and automatic labeling system
US9202119B2 (en) 2013-10-18 2015-12-01 Daon Holdings Limited Methods and systems for determining user liveness
JP6287047B2 (ja) 2013-10-22 2018-03-07 富士通株式会社 画像処理装置、画像処理方法および画像処理プログラム
US9607138B1 (en) 2013-12-18 2017-03-28 Amazon Technologies, Inc. User authentication and verification through video analysis
US10320807B2 (en) 2014-02-25 2019-06-11 Sal Khan Systems and methods relating to the authenticity and verification of photographic identity documents
US20150293982A1 (en) 2014-04-14 2015-10-15 International Business Machines Corporation Displaying a representative item for a collection of items
US10963810B2 (en) 2014-06-30 2021-03-30 Amazon Technologies, Inc. Efficient duplicate detection for machine learning data sets
US9646227B2 (en) 2014-07-29 2017-05-09 Microsoft Technology Licensing, Llc Computerized machine learning of interesting video sections
US9258303B1 (en) 2014-08-08 2016-02-09 Cellcrypt Group Limited Method of providing real-time secure communication between end points in a network
CA3186147A1 (en) 2014-08-28 2016-02-28 Kevin Alan Tussy Facial recognition authentication system including path parameters
KR20160087649A (ko) 2015-01-14 2016-07-22 삼성전자주식회사 사용자 단말 장치, 시스템 및 그 제어 방법
US9619696B2 (en) 2015-04-15 2017-04-11 Cisco Technology, Inc. Duplicate reduction for face detection
CN106156204B (zh) 2015-04-23 2020-05-29 深圳市腾讯计算机系统有限公司 文本标签的提取方法和装置
US9794260B2 (en) 2015-08-10 2017-10-17 Yoti Ltd Liveness detection
US20170060867A1 (en) 2015-08-31 2017-03-02 Adfamilies Publicidade, SA Video and image match searching
US10065441B2 (en) 2015-09-01 2018-09-04 Digimarc Corporation Counterfeiting detection using machine readable indicia
US10706266B2 (en) 2015-09-09 2020-07-07 Nec Corporation Guidance acquisition device, guidance acquisition method, and program
US11868354B2 (en) 2015-09-23 2024-01-09 Motorola Solutions, Inc. Apparatus, system, and method for responding to a user-initiated query with a context-based response
GB201517462D0 (en) 2015-10-02 2015-11-18 Tractable Ltd Semi-automatic labelling of datasets
WO2017059576A1 (en) 2015-10-09 2017-04-13 Beijing Sensetime Technology Development Co., Ltd Apparatus and method for pedestrian detection
US20170148101A1 (en) * 2015-11-23 2017-05-25 CSI Holdings I LLC Damage assessment and repair based on objective surface data
CN105719188B (zh) 2016-01-22 2017-12-26 平安科技（深圳）有限公司 基于多张图片一致性实现保险理赔反欺诈的方法及服务器
US10242048B2 (en) 2016-01-26 2019-03-26 International Business Machines Corporation Dynamic question formulation to query data sources
US11423414B2 (en) 2016-03-18 2022-08-23 Fair Isaac Corporation Advanced learning system for detection and prevention of money laundering
US10692050B2 (en) * 2016-04-06 2020-06-23 American International Group, Inc. Automatic assessment of damage and repair costs in vehicles
US20170293620A1 (en) 2016-04-06 2017-10-12 International Business Machines Corporation Natural language processing based on textual polarity
US11144889B2 (en) * 2016-04-06 2021-10-12 American International Group, Inc. Automatic assessment of damage and repair costs in vehicles
US10789545B2 (en) 2016-04-14 2020-09-29 Oath Inc. Method and system for distributed machine learning
US9886771B1 (en) 2016-05-20 2018-02-06 Ccc Information Services Inc. Heat map of vehicle damage
US10346782B2 (en) 2016-06-21 2019-07-09 Accenture Global Solutions Limited Adaptive augmented decision engine
JP6235082B1 (ja) 2016-07-13 2017-11-22 ヤフー株式会社 データ分類装置、データ分類方法、およびプログラム
US10055882B2 (en) * 2016-08-15 2018-08-21 Aquifi, Inc. System and method for three-dimensional scanning and for capturing a bidirectional reflectance distribution function
DE102016218012A1 (de) * 2016-09-20 2018-03-22 Volkswagen Aktiengesellschaft Verfahren für eine Datenverarbeitungsanlage zur Erhaltung eines Betriebszustands eines ersten autonomen Fahrzeugs sowie Verfahren für eine Datenverarbeitungsanlage zum Verwalten einer Mehrzahl autonomer Fahrzeuge
GB2554361B8 (en) 2016-09-21 2022-07-06 Emergent Network Intelligence Ltd Automatic image based object damage assessment
US11308350B2 (en) 2016-11-07 2022-04-19 Qualcomm Incorporated Deep cross-correlation learning for object tracking
WO2018120013A1 (en) 2016-12-30 2018-07-05 Nokia Technologies Oy Artificial neural network
CN106952250B (zh) * 2017-02-28 2021-05-07 北京科技大学 一种基于Faster R-CNN网络的金属板带表面缺陷检测方法及装置
CN107092922B (zh) * 2017-03-13 2018-08-31 平安科技（深圳）有限公司 车损识别方法及服务器
CA3056498A1 (en) 2017-03-14 2018-09-20 University Of Manitoba Structure defect detection using machine learning algorithms
CN112435215B (zh) 2017-04-11 2024-02-13 创新先进技术有限公司 一种基于图像的车辆定损方法、移动终端、服务器
CN106897273B (zh) 2017-04-12 2018-02-06 福州大学 一种基于知识图谱的网络安全动态预警方法
CN107194323B (zh) 2017-04-28 2020-07-03 阿里巴巴集团控股有限公司 车辆定损图像获取方法、装置、服务器和终端设备
CN111797689B (zh) 2017-04-28 2024-04-16 创新先进技术有限公司 车辆定损图像获取方法、装置、服务器和客户端
CN107194398B (zh) * 2017-05-10 2018-09-25 平安科技（深圳）有限公司 车损部位的识别方法及系统
KR102334575B1 (ko) 2017-07-31 2021-12-03 삼성디스플레이 주식회사 무라 검출 장치 및 무라 검출 장치의 검출 방법
US11087292B2 (en) * 2017-09-01 2021-08-10 Allstate Insurance Company Analyzing images and videos of damaged vehicles to determine damaged vehicle parts and vehicle asymmetries
CN107748893A (zh) * 2017-09-29 2018-03-02 阿里巴巴集团控股有限公司 提升车辆定损图像识别结果的方法、装置及服务器
CN108090838B (zh) 2017-11-21 2020-09-29 阿里巴巴集团控股有限公司 识别车辆受损部件的方法、装置、服务器、客户端及系统
US11586875B2 (en) 2017-11-22 2023-02-21 Massachusetts Institute Of Technology Systems and methods for optimization of a data model network architecture for target deployment
CN109919308B (zh) 2017-12-13 2022-11-11 腾讯科技（深圳）有限公司 一种神经网络模型部署方法、预测方法及相关设备
CN108268619B (zh) 2018-01-08 2020-06-30 阿里巴巴集团控股有限公司 内容推荐方法及装置
US10942767B2 (en) 2018-02-27 2021-03-09 Microsoft Technology Licensing, Llc Deep neural network workload scheduling
US10554738B1 (en) 2018-03-02 2020-02-04 Syncsort Incorporated Methods and apparatus for load balance optimization based on machine learning
US10997413B2 (en) 2018-03-23 2021-05-04 NthGen Software Inc. Method and system for obtaining vehicle target views from a video stream
GB2573809B (en) 2018-05-18 2020-11-04 Emotech Ltd Speaker Recognition
US11238506B1 (en) * 2018-06-15 2022-02-01 State Farm Mutual Automobile Insurance Company Methods and systems for automatic processing of images of a damaged vehicle and estimating a repair cost
US10832065B1 (en) 2018-06-15 2020-11-10 State Farm Mutual Automobile Insurance Company Methods and systems for automatically predicting the repair costs of a damaged vehicle from images
WO2020033111A1 (en) 2018-08-09 2020-02-13 Exxonmobil Upstream Research Company ( Subterranean drill bit management system
JP7211735B2 (ja) * 2018-08-29 2023-01-24 パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカ 寄与度決定方法、寄与度決定装置及びプログラム

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