NA Deep Learning in Machine Vision Market - Industry Trends and Forecast to 2029
- Published Date: 2022-12-31
- Report ID: 143904
- Pages: 225
-
Format:
Short Description
North America Deep Learning in Machine Vision Market, By Offering (Hardware, Software and Services), Application (Inspection, Image Analysis, Anomaly Detection, Object Classification, Object Tracking, Counting, Bar Code Detection, Feature Detection, Location Detection, Optical Character Recognition, Face Recognition, Instance Segmentation, and Others), Object (Image and Video), Vertical (Electronics, Manufacturing, Automotive and Transportation, Food & Beverages, Aerospace, Healthcare, Building and Material, Power, and Others), Country (U.S., Canada and Mexico) Industry Trends and Forecast To 2029
Market Definition:
Machine vision systems are those systems which can see and understand the world around it just as humans, those are the computer capable of understanding digital image and videos. This is possible due to advancement in technology of vision systems, artificial intelligence and computational power. The fundamental principles used in the systems are data or image acquisition, data or image processing and data or image classification. Data acquired can be in the form of images or videos which are captured using high definition cameras, smart cameras, sensors among others.
Data processing is done through various trained models of machine learning algorithms, deep learning algorithms and AI algorithms. It can be used for abundant applications such as object detection, facial recognition, pattern detection among others in various verticals such as automotive, manufacturing, healthcare, financial services, agriculture among others. In recent times, machine vision market has become more reliable and accurate due to advancement in technology.
Market Segmentation:
The deep learning in machine vision market is segmented on the basis of offering, application, object, and vertical.
On the basis of offering, the North America deep learning in machine vision market is segmented into hardware, software, and services
On the basis of application, the North America deep learning in machine vision market has been segmented into inspection, image analysis, anomaly detection, object classification, object tracking, counting, bar code detection, feature detection, location detection, optical character recognition, face recognition, instance segmentation, and others
On the basis of object, North America deep learning in machine vision market has been segmented into image and video
On the basis of vertical, North America deep learning in machine vision market has been segmented into electronics, manufacturing, automotive and transportation, food & beverages, aerospace, healthcare, building and material, power, and others
Market Players
The key market players for North America deep learning in machine vision market are listed below:
Cognex Corporation
MVTEC SOFTWARE GMBH
Omron Microscan Systems, Inc. (A Subsidiary of OMRON Corporation)
STEMMER IMAGING AG
EURESYS S.A.
Integro Technologies Corp.
IDS Imaging Development Systems GmbH
Adaptive Vision Sp. z o.o. (subsidiary of Zebra Technologies Corporation)
neurospace
perClass BV
National Instruments Corp.
USS Vision Inc.
Basler AG
Qualitas Technologies Pvt. Ltd.
RSIP
CYTH Systems Inc.
Intel Corporation
LEEWAYHERTZ
Abto Software
SICK AG
Viska Automation Systems Ltd.
Autonics Corporation
Datalogic S.p.A.
TABLE OF CONTENTS
1 INTRODUCTION 42
1.1 OBJECTIVES OF THE STUDY 42
1.2 MARKET DEFINITION 42
1.3 OVERVIEW OF NORTH AMERICA DEEP LEARNING IN MACHINE VISION MARKET 42
1.4 CURRENCY AND PRICING 44
1.5 LIMITATIONS 44
1.6 MARKETS COVERED 45
2 MARKET SEGMENTATION 49
2.1 MARKETS COVERED 49
2.2 GEOGRAPHICAL SCOPE 50
2.3 YEARS CONSIDERED FOR THE STUDY 51
2.4 DBMR TRIPOD DATA VALIDATION MODEL 52
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS 55
2.6 DBMR MARKET POSITION GRID 56
2.7 VENDOR SHARE ANALYSIS 58
2.8 MULTIVARIATE MODELING 59
2.9 OFFERING TIMELINE CURVE 59
2.10 MARKET APPLICATION COVERAGE GRID 60
2.11 SECONDARY SOURCES 61
2.12 ASSUMPTIONS 61
3 EXECUTIVE SUMMARY 62
4 PREMIUM INSIGHTS 65
5 MARKET OVERVIEW 67
5.1 DRIVERS 69
5.1.1 RISE IN DEMAND FOR QUALITY SUPERVISION AND TECHNOLOGIES 69
5.1.2 INCREASE IN NEED FOR VISION-GUIDED ROBOTICS SYSTEMS 69
5.1.3 GROW IN ACCEPTANCE OF 3D MACHINE VISION SYSTEMS 70
5.1.4 INCREASE IN ADOPTION OF CLOUD-BASED TECHNOLOGY 71
5.2 RESTRAINTS 73
5.2.1 LACK OF TECHNICAL EXPERTISE 73
5.2.2 HIGH COST OF THE EQUIPMENT 73
5.2.3 SURGE IN RISK OF CYBER-ATTACKS ON INDUSTRIAL MACHINE ROBOTS AND DEVICES 74
5.3 OPPORTUNITIES 74
5.3.1 GROWTH IN MANUFACTURING OF HYBRID AND ELECTRIC CARS 74
5.3.2 GOVERNMENT INITIATIVES TO BOOST AI-RELATED AUTOMATION IN INDUSTRIES 75
5.3.3 INCREASING DEMAND FOR MACHINE VISION IN AUTOMOTIVE AND MANUFACTURING INDUSTRIES 76
5.3.4 INCREASE IN VARIOUS STRATEGIC DECISIONS SUCH AS PARTNERSHIP AND ACQUISITION 76
5.4 CHALLENGES 77
5.4.1 COMPLICATIONS IN INTEGRATING MACHINE VISION SYSTEMS 77
5.4.2 ABSENCE OF CUSTOMER KNOWLEDGE ABOUT SWIFTLY ADJUSTING CHANGING MACHINE VISION TECHNOLOGY 78
6 NORTH AMERICA DEEP LEARNING IN MACHINE VISION MARKET, BY OFFERING 79
6.1 OVERVIEW 80
6.2 HARDWARE 81
6.2.1 COMPUTATIONAL DEVICES 82
6.2.2 INPUT DEVICES 82
6.3 SOFTWARE 82
6.4 SERVICES 83
6.4.1 PROFESSIONAL SERVICES 83
6.4.1.1 TRAINING AND CONSULTING 84
6.4.1.2 IMPLEMENTATION 84
6.4.1.3 SUPPORT AND MAINTENANCE 84
6.4.2 MANAGED SERVICES 84
7 NORTH AMERICA DEEP LEARNING IN MACHINE VISION MARKET, BY APPLICATION 85
7.1 OVERVIEW 86
7.2 INSPECTION 87
7.3 IMAGE ANALYSIS 88
7.3.1 SINGLE IMAGE ANALYSIS 89
7.3.2 MULTI IMAGE ANALYSIS 89
7.4 ANOMALY DETECTION 89
7.5 OBJECT CLASSIFICATION 90
7.6 OBJECT TRACKING 90
7.7 COUNTING 91
7.8 BAR CODE DETECTION 91
7.9 FEATURE DETECTION 92
7.10 LOCATION DETECTION 93
7.11 OPTICAL CHARACTER RECOGNITION 93
7.12 FACE RECOGNITION 94
7.13 INSTANCE SEGMENTATION 94
7.14 OTHERS 95
8 NORTH AMERICA DEEP LEARNING IN MACHINE VISION MARKET, BY OBJECT 96
8.1 OVERVIEW 97
8.2 IMAGE 98
8.3 VIDEO 99
9 NORTH AMERICA DEEP LEARNING IN MACHINE VISION MARKET, BY VERTICAL 100
9.1 OVERVIEW 101
9.2 ELECTRONICS 102
9.2.1 HARDWARE 103
9.2.2 SOFTWARE 103
9.2.3 SERVICES 103
9.3 MANUFACTURING 103
9.3.1 HARDWARE 104
9.3.2 SOFTWARE 104
9.3.3 SERVICES 104
9.4 AUTOMOTIVE AND TRANSPORTATION 104
9.4.1 HARDWARE 105
9.4.2 SOFTWARE 105
9.4.3 SERVICES 105
9.5 FOOD & BEVERAGES 105
9.5.1 HARDWARE 106
9.5.2 SOFTWARE 106
9.5.3 SERVICES 106
9.6 AEROSPACE 106
9.6.1 HARDWARE 107
9.6.2 SOFTWARE 107
9.6.3 SERVICES 107
9.7 HEALTHCARE 108
9.7.1 HARDWARE 108
9.7.2 SOFTWARE 108
9.7.3 SERVICES 109
9.8 BUILDING AND MATERIAL 109
9.8.1 HARDWARE 109
9.8.2 SOFTWARE 110
9.8.3 SERVICES 110
9.9 POWER 110
9.9.1 HARDWARE 111
9.9.2 SOFTWARE 111
9.9.3 SERVICES 111
9.10 OTHERS 111
10 NORTH AMERICA DEEP LEARNING IN MACHINE VISION MARKET, BY REGION 112
10.1 NORTH AMERICA 113
10.1.1 U.S. 121
10.1.2 CANADA 126
10.1.3 MEXICO 131
11 NORTH AMERICA DEEP LEARNING IN MACHINE VISION MARKET, COMPANY LANDSCAPE 136
11.1 COMPANY SHARE ANALYSIS: NORTH AMERICA 136
12 SWOT ANALYSIS 137
13 COMPANY PROFILE 138
13.1 COGNEX CORPORATION 138
13.1.1 COMPANY SNAPSHOT 138
13.1.2 REVENUE ANALYSIS 138
13.1.3 COMPANY SHARE ANALYSIS 139
13.1.4 PRODUCT PORTFOLIO 139
13.1.5 RECENT DEVELOPMENTS 140
13.2 INTEL CORPORATION 141
13.2.1 COMPANY SNAPSHOT 141
13.2.2 REVENUE ANALYSIS 141
13.2.3 COMPANY SHARE ANALYSIS 142
13.2.4 PRODUCT PORTFOLIO 142
13.2.5 RECENT DEVELOPMENTS 142
13.3 NATIONAL INSTRUMENTS CORP. 143
13.3.1 COMPANY SNAPSHOT 143
13.3.2 REVENUE ANALYSIS 143
13.3.3 COMPANY SHARE ANALYSIS 144
13.3.4 PRODUCT PORTFOLIO 144
13.3.5 RECENT DEVELOPMENT 144
13.4 SICK AG 146
13.4.1 COMPANY SNAPSHOT 146
13.4.2 COMPANY SHARE ANALYSIS 146
13.4.3 PRODUCT PORTFOLIO 147
13.4.4 RECENT DEVELOPMENTS 147
13.5 DATALOGIC S.P.A. 148
13.5.1 COMPANY SNAPSHOT 148
13.5.2 REVENUE ANALYSIS 148
13.5.3 COMPANY SHARE ANALYSIS 149
13.5.4 PRODUCT PORTFOLIO 149
13.5.5 RECENT DEVELOPMENTS 149
13.6 STEMMER IMAGING AG 151
13.6.1 COMPANY SNAPSHOT 151
13.6.2 REVENUE ANALYSIS 151
13.6.3 PRODUCT PORTFOLIO 152
13.6.4 RECENT DEVELOPMENTS 153
13.7 ABTO SOFTWARE 154
13.7.1 COMPANY SNAPSHOT 154
13.7.2 PRODUCT PORTFOLIO 155
13.7.3 RECENT DEVELOPMENTS 155
13.8 ADAPTIVE VISION SP. Z O.O. 156
13.8.1 COMPANY SNAPSHOT 156
13.8.2 REVENUE ANALYSIS 156
13.8.3 PRODUCT PORTFOLIO 157
13.8.4 RECENT DEVELOPMENTS 157
13.9 AUTONICS CORPORATION 158
13.9.1 COMPANY SNAPSHOT 158
13.9.2 PRODUCT PORTFOLIO 158
13.9.3 RECENT DEVELOPMENTS 158
13.10 BASLER AG 160
13.10.1 COMPANY SNAPSHOT 160
13.10.2 REVENUE ANALYSIS 160
13.10.3 PRODUCT PORTFOLIO 161
13.10.4 RECENT DEVELOPMENTS 162
13.11 CYTH SYSTEMS, INC. 164
13.11.1 COMPANY SNAPSHOT 164
13.11.2 PRODUCT PORTFOLIO 164
13.11.3 RECENT DEVELOPMENT 164
13.12 EURESYS S.A. 165
13.12.1 COMPANY SNAPSHOT 165
13.12.2 PRODUCT PORTFOLIO 165
13.12.3 RECENT DEVELOPMENTS 165
13.13 IDS IMAGING DEVELOPMENT SYSTEMS GMBH 167
13.13.1 COMPANY SNAPSHOT 167
13.13.2 PRODUCT PORTFOLIO 167
13.13.3 RECENT DEVELOPMENTS 167
13.14 INTEGRO TECHNOLOGIES CORP. 169
13.14.1 COMPANY SNAPSHOT 169
13.14.2 PRODUCT PORTFOLIO 169
13.14.3 RECENT DEVELOPMENT 169
13.15 LEEWAYHERTZ 170
13.15.1 COMPANY SNAPSHOT 170
13.15.2 SERVICE PORTFOLIO 170
13.15.3 RECENT DEVELOPMENTS 170
13.16 MATROX IMAGING 171
13.16.1 COMPANY SNAPSHOT 171
13.16.2 PRODUCT PORTFOLIO 171
13.16.3 RECENT DEVELOPMENTS 172
13.17 MVTEC SOFTWARE GMBH 173
13.17.1 COMPANY SNAPSHOT 173
13.17.2 PRODUCT PORTFOLIO 173
13.17.3 RECENT DEVELOPMENTS 173
13.18 OMRON MICROSCAN SYSTEMS, INC. 175
13.18.1 COMPANY SNAPSHOT 175
13.18.2 REVENUE ANALYSIS 175
13.18.3 PRODUCT PORTFOLIO 176
13.18.4 RECENT DEVELOPMENTS 176
13.19 PERCLASS BV 178
13.19.1 COMPANY SNAPSHOT 178
13.19.2 PRODUCT PORTFOLIO 178
13.19.3 RECENT DEVELOPMENTS 178
13.20 QUALITAS TECHNOLOGIES 180
13.20.1 COMPANY SNAPSHOT 180
13.20.2 PRODUCT PORTFOLIO 180
13.20.3 RECENT DEVELOPMENTS 180
13.21 RSIP VISION 182
13.21.1 COMPANY SNAPSHOT 182
13.21.2 PRODUCT PORTFOLIO 182
13.21.3 RECENT DEVELOPMENTS 183
13.22 USS VISION LLC 184
13.22.1 COMPANY SNAPSHOT 184
13.22.2 PRODUCT PORTFOLIO 184
13.22.3 RECENT DEVELOPMENTS 184
13.23 VISKA AUTOMATION SYSTEMS LTD. T/A VISKA SYSTEMS 185
13.23.1 COMPANY SNAPSHOT 185
13.23.2 PRODUCT PORTFOLIO 185
13.23.3 RECENT DEVELOPMENTS 185
14 QUESTIONNAIRE 187
15 RELATED REPORTS 191
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