MEA Deep Learning in Machine Vision Market - Industry Trends and Forecast to 2029
- Published Date: 2022-12-31
- Report ID: 143903
- Pages: 225
-
Format:
Short Description
Middle East and Africa 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), By Country (Saudi Arabia, South Africa, UAE, Egypt, Israel, Rest of Middle East and Africa) 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 Middle East and Africa deep learning in machine vision market is segmented into hardware, software, and services
On the basis of application, the Middle East and Africa 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, Middle East and Africa deep learning in machine vision market has been segmented into image and video
On the basis of vertical, Middle East and Africa deep learning in machine vision market has been segmented into electronics, manufacturing, automotive and transportation, food and beverages, aerospace, healthcare, building and material, power, and others
Market Players
The key market players for Middle East and Africa 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 43
1.1 OBJECTIVES OF THE STUDY 43
1.2 MARKET DEFINITION 43
1.3 OVERVIEW OF MIDDLE EAST & AFRICA DEEP LEARNING IN MACHINE VISION MARKET 43
1.4 CURRENCY AND PRICING 45
1.5 LIMITATIONS 45
1.6 MARKETS COVERED 46
2 MARKET SEGMENTATION 50
2.1 MARKETS COVERED 50
2.2 GEOGRAPHICAL SCOPE 51
2.3 YEARS CONSIDERED FOR THE STUDY 52
2.4 DBMR TRIPOD DATA VALIDATION MODEL 53
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS 56
2.6 DBMR MARKET POSITION GRID 57
2.7 VENDOR SHARE ANALYSIS 59
2.8 MULTIVARIATE MODELING 60
2.9 OFFERING TIMELINE CURVE 60
2.10 MARKET APPLICATION COVERAGE GRID 61
2.11 SECONDARY SOURCES 62
2.12 ASSUMPTIONS 62
3 EXECUTIVE SUMMARY 63
4 PREMIUM INSIGHTS 66
5 MARKET OVERVIEW 68
5.1 DRIVERS 70
5.1.1 RISE IN DEMAND FOR QUALITY SUPERVISION AND TECHNOLOGIES 70
5.1.2 INCREASE IN NEED FOR VISION-GUIDED ROBOTICS SYSTEMS 70
5.1.3 GROW IN ACCEPTANCE OF 3D MACHINE VISION SYSTEMS 71
5.1.4 INCREASE IN ADOPTION OF CLOUD-BASED TECHNOLOGY 72
5.2 RESTRAINTS 74
5.2.1 LACK OF TECHNICAL EXPERTISE 74
5.2.2 HIGH COST OF THE EQUIPMENT 74
5.2.3 SURGE IN RISK OF CYBER-ATTACKS ON INDUSTRIAL MACHINE ROBOTS AND DEVICES 75
5.3 OPPORTUNITIES 75
5.3.1 GROWTH IN MANUFACTURING OF HYBRID AND ELECTRIC CARS 75
5.3.2 GOVERNMENT INITIATIVES TO BOOST AI-RELATED AUTOMATION IN INDUSTRIES 76
5.3.3 INCREASING DEMAND FOR MACHINE VISION IN AUTOMOTIVE AND MANUFACTURING INDUSTRIES 77
5.3.4 INCREASE IN VARIOUS STRATEGIC DECISIONS SUCH AS PARTNERSHIP AND ACQUISITION 77
5.4 CHALLENGES 78
5.4.1 COMPLICATIONS IN INTEGRATING MACHINE VISION SYSTEMS 78
5.4.2 ABSENCE OF CUSTOMER KNOWLEDGE ABOUT SWIFTLY ADJUSTING CHANGING MACHINE VISION TECHNOLOGY 79
6 MIDDLE EAST & AFRICA DEEP LEARNING IN MACHINE VISION MARKET, BY OFFERING 80
6.1 OVERVIEW 81
6.2 HARDWARE 82
6.2.1 COMPUTATIONAL DEVICES 83
6.2.2 INPUT DEVICES 83
6.3 SOFTWARE 83
6.4 SERVICES 84
6.4.1 PROFESSIONAL SERVICES 84
6.4.1.1 TRAINING AND CONSULTING 85
6.4.1.2 IMPLEMENTATION 85
6.4.1.3 SUPPORT AND MAINTENANCE 85
6.4.2 MANAGED SERVICES 85
7 MIDDLE EAST & AFRICA DEEP LEARNING IN MACHINE VISION MARKET, BY APPLICATION 86
7.1 OVERVIEW 87
7.2 INSPECTION 88
7.3 IMAGE ANALYSIS 89
7.3.1 SINGLE IMAGE ANALYSIS 90
7.3.2 MULTI IMAGE ANALYSIS 90
7.4 ANOMALY DETECTION 90
7.5 OBJECT CLASSIFICATION 91
7.6 OBJECT TRACKING 91
7.7 COUNTING 92
7.8 BAR CODE DETECTION 92
7.9 FEATURE DETECTION 93
7.10 LOCATION DETECTION 94
7.11 OPTICAL CHARACTER RECOGNITION 94
7.12 FACE RECOGNITION 95
7.13 INSTANCE SEGMENTATION 95
7.14 OTHERS 96
8 MIDDLE EAST & AFRICA DEEP LEARNING IN MACHINE VISION MARKET, BY OBJECT 97
8.1 OVERVIEW 98
8.2 IMAGE 99
8.3 VIDEO 100
9 MIDDLE EAST & AFRICA DEEP LEARNING IN MACHINE VISION MARKET, BY VERTICAL 101
9.1 OVERVIEW 102
9.2 ELECTRONICS 103
9.2.1 HARDWARE 104
9.2.2 SOFTWARE 104
9.2.3 SERVICES 104
9.3 MANUFACTURING 104
9.3.1 HARDWARE 105
9.3.2 SOFTWARE 105
9.3.3 SERVICES 105
9.4 AUTOMOTIVE AND TRANSPORTATION 105
9.4.1 HARDWARE 106
9.4.2 SOFTWARE 106
9.4.3 SERVICES 106
9.5 FOOD & BEVERAGES 106
9.5.1 HARDWARE 107
9.5.2 SOFTWARE 107
9.5.3 SERVICES 107
9.6 AEROSPACE 107
9.6.1 HARDWARE 108
9.6.2 SOFTWARE 108
9.6.3 SERVICES 108
9.7 HEALTHCARE 109
9.7.1 HARDWARE 109
9.7.2 SOFTWARE 109
9.7.3 SERVICES 110
9.8 BUILDING AND MATERIAL 110
9.8.1 HARDWARE 110
9.8.2 SOFTWARE 111
9.8.3 SERVICES 111
9.9 POWER 111
9.9.1 HARDWARE 112
9.9.2 SOFTWARE 112
9.9.3 SERVICES 112
9.10 OTHERS 112
10 MIDDLE EAST & AFRICA DEEP LEARNING IN MACHINE VISION MARKET, BY REGION 113
10.1 MIDDLE EAST AND AFRICA 114
10.1.1 SAUDI ARABIA 122
10.1.2 U.A.E. 127
10.1.3 ISRAEL 132
10.1.4 SOUTH AFRICA 137
10.1.5 EGYPT 142
10.1.6 REST OF MIDDLE EAST AND AFRICA 147
11 MIDDLE EAST & AFRICA DEEP LEARNING IN MACHINE VISION MARKET, COMPANY LANDSCAPE 148
11.1 COMPANY SHARE ANALYSIS: MIDDLE EAST & AFRICA 148
12 SWOT ANALYSIS 149
13 COMPANY PROFILE 150
13.1 COGNEX CORPORATION 150
13.1.1 COMPANY SNAPSHOT 150
13.1.2 REVENUE ANALYSIS 150
13.1.3 COMPANY SHARE ANALYSIS 151
13.1.4 PRODUCT PORTFOLIO 151
13.1.5 RECENT DEVELOPMENTS 152
13.2 INTEL CORPORATION 153
13.2.1 COMPANY SNAPSHOT 153
13.2.2 REVENUE ANALYSIS 153
13.2.3 COMPANY SHARE ANALYSIS 154
13.2.4 PRODUCT PORTFOLIO 154
13.2.5 RECENT DEVELOPMENTS 154
13.3 NATIONAL INSTRUMENTS CORP. 155
13.3.1 COMPANY SNAPSHOT 155
13.3.2 REVENUE ANALYSIS 155
13.3.3 COMPANY SHARE ANALYSIS 156
13.3.4 PRODUCT PORTFOLIO 156
13.3.5 RECENT DEVELOPMENT 156
13.4 SICK AG 158
13.4.1 COMPANY SNAPSHOT 158
13.4.2 COMPANY SHARE ANALYSIS 158
13.4.3 PRODUCT PORTFOLIO 159
13.4.4 RECENT DEVELOPMENTS 159
13.5 DATALOGIC S.P.A. 160
13.5.1 COMPANY SNAPSHOT 160
13.5.2 REVENUE ANALYSIS 160
13.5.3 COMPANY SHARE ANALYSIS 161
13.5.4 PRODUCT PORTFOLIO 161
13.5.5 RECENT DEVELOPMENTS 161
13.6 STEMMER IMAGING AG 163
13.6.1 COMPANY SNAPSHOT 163
13.6.2 REVENUE ANALYSIS 163
13.6.3 PRODUCT PORTFOLIO 164
13.6.4 RECENT DEVELOPMENTS 165
13.7 ABTO SOFTWARE 166
13.7.1 COMPANY SNAPSHOT 166
13.7.2 PRODUCT PORTFOLIO 167
13.7.3 RECENT DEVELOPMENTS 167
13.8 ADAPTIVE VISION SP. Z O.O. 168
13.8.1 COMPANY SNAPSHOT 168
13.8.2 REVENUE ANALYSIS 168
13.8.3 PRODUCT PORTFOLIO 169
13.8.4 RECENT DEVELOPMENTS 169
13.9 AUTONICS CORPORATION 170
13.9.1 COMPANY SNAPSHOT 170
13.9.2 PRODUCT PORTFOLIO 170
13.9.3 RECENT DEVELOPMENTS 170
13.10 BASLER AG 172
13.10.1 COMPANY SNAPSHOT 172
13.10.2 REVENUE ANALYSIS 172
13.10.3 PRODUCT PORTFOLIO 173
13.10.4 RECENT DEVELOPMENTS 174
13.11 CYTH SYSTEMS, INC. 176
13.11.1 COMPANY SNAPSHOT 176
13.11.2 PRODUCT PORTFOLIO 176
13.11.3 RECENT DEVELOPMENT 176
13.12 EURESYS S.A. 177
13.12.1 COMPANY SNAPSHOT 177
13.12.2 PRODUCT PORTFOLIO 177
13.12.3 RECENT DEVELOPMENTS 177
13.13 IDS IMAGING DEVELOPMENT SYSTEMS GMBH 179
13.13.1 COMPANY SNAPSHOT 179
13.13.2 PRODUCT PORTFOLIO 179
13.13.3 RECENT DEVELOPMENTS 179
13.14 INTEGRO TECHNOLOGIES CORP. 181
13.14.1 COMPANY SNAPSHOT 181
13.14.2 PRODUCT PORTFOLIO 181
13.14.3 RECENT DEVELOPMENT 181
13.15 LEEWAYHERTZ 182
13.15.1 COMPANY SNAPSHOT 182
13.15.2 SERVICE PORTFOLIO 182
13.15.3 RECENT DEVELOPMENTS 182
13.16 MATROX IMAGING 183
13.16.1 COMPANY SNAPSHOT 183
13.16.2 PRODUCT PORTFOLIO 183
13.16.3 RECENT DEVELOPMENTS 184
13.17 MVTEC SOFTWARE GMBH 185
13.17.1 COMPANY SNAPSHOT 185
13.17.2 PRODUCT PORTFOLIO 185
13.17.3 RECENT DEVELOPMENTS 185
13.18 OMRON MICROSCAN SYSTEMS, INC. 187
13.18.1 COMPANY SNAPSHOT 187
13.18.2 REVENUE ANALYSIS 187
13.18.3 PRODUCT PORTFOLIO 188
13.18.4 RECENT DEVELOPMENTS 188
13.19 PERCLASS BV 190
13.19.1 COMPANY SNAPSHOT 190
13.19.2 PRODUCT PORTFOLIO 190
13.19.3 RECENT DEVELOPMENTS 190
13.20 QUALITAS TECHNOLOGIES 192
13.20.1 COMPANY SNAPSHOT 192
13.20.2 PRODUCT PORTFOLIO 192
13.20.3 RECENT DEVELOPMENTS 192
13.21 RSIP VISION 194
13.21.1 COMPANY SNAPSHOT 194
13.21.2 PRODUCT PORTFOLIO 194
13.21.3 RECENT DEVELOPMENTS 195
13.22 USS VISION LLC 196
13.22.1 COMPANY SNAPSHOT 196
13.22.2 PRODUCT PORTFOLIO 196
13.22.3 RECENT DEVELOPMENTS 196
13.23 VISKA AUTOMATION SYSTEMS LTD. T/A VISKA SYSTEMS 197
13.23.1 COMPANY SNAPSHOT 197
13.23.2 PRODUCT PORTFOLIO 197
13.23.3 RECENT DEVELOPMENTS 197
14 QUESTIONNAIRE 199
15 RELATED REPORTS 203
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