Edge AI Hardware Market by Device (Smartphones, Cameras, Robots, Automobile, Smart Speakers, Wearables, and Smart Mirror), Processor (CPU, GPU, ASIC and Others), Power Consumption, Process, End User Industry, and Region - Global Forecast to 2024
[213 Pages Report] The overall edge AI hardware market is expected to register a shipment of 610 million units in 2019 and is likely to reach 1559.3 billion units by 2024, at a CAGR of 20.64% during the forecast period. Key drivers for the markets growth are growing demand for low latency and real-time processing on edge devices and emergence of AI coprocessors for edge computing. Further, underlying opportunities for the edge AI hardware market include growing demand for edge computing in IoT and dedicated AI processors for on-device image analytics. Major restraints for the market are limited on-device training and limited number of AI experts. Power consumption and size constraint pose major challenges to the edge AI hardware market.
Government Sector to Account for Larger Size of Edge AI Hardware Market, Based on End-User Sector, By 2024
Surveillance serves to be an important aspect of ensuring the safety of citizens. Video monitoring of a city is required for preventing incidents of crime, burglary, and vandalism. Cities facing new challenges such as increasing population, environmental damage, and criminal activities have resulted in the need for surveillance cameras for city surveillance applications. Governmental bodies are, therefore, embracing advanced technologies to enhance security and safety. Surveillance cameras and drones are major devices for the edge AI hardware market for government agencies.
Governments use surveillance cameras for law enforcement. Behavior analysis, face recognition, and people count are major applications where AI-based surveillance cameras are used. China has already installed cloud AI-based surveillance cameras to scan public places to track behavior and identify criminals. Edge AI-based surveillance will have a major role to play in public safety as it can help police and first responders to spot crimes and accidents easily.
Edge AI Hardware Market for Smart Cameras is Expected to Grow at the Highest CAGR During The Forecast Period
Cameras have been an integral part of various smart devices with Wi-Fi support, smart functions, superior speed, and enhanced performance for years. However, cameras as standalone smart devices with vision processing units (VPU) that help deliver power-efficient solutions for vision and artificial intelligence are now entering the market. This camera uses machine learning to automatically photograph what it thinks is interesting. The Google Clips does all its AI processing on-device, rather than relying on a connection to cloud; it uses Movidius Myriad 2 to handle machine vision tasks (such as object recognition) and reduce power consumption.
North America Is Expected to Account for the Largest Market During the Forecast Period
The edge AI hardware market in North America has been further segmented into the US, Canada, and Mexico. Factors responsible for the growth of the edge AI hardware market in North America include increasing number of and growing dependency on IoT devices, rising need for faster device processing, and high latency due to network congestion. High government funding and strong technical base are also contributing to the growth of the market in this region. Markets for drones and surveillance cameras, which make use of vision processing units, in North America are likely to grow at a significant rate in the near future. Moreover, North America is home to prominent AI technology vendors such as IBM (US), Microsoft (US), and Google (US); and hardware providers such as NVIDIA (US), Qualcomm (US), and Intel (US).
Key Market Players
Intel Corporation (US), NVIDIA Corporation (US), Samsung Electronics Co., Ltd. (South Korea), Huawei Technologies Co., Ltd. (China), Google Inc. (US), MediaTek Inc. (Taiwan), Xilinx Inc. (US), Imagination Technologies Limited (UK), and Microsoft Corporation (US) are a few major players in the edge AI hardware market.
Recent developments
- In November 2018, Intel launched Intel Neural Compute Stick 2 (Intel NCS 2) designed to build smarter AI algorithms and for prototyping computer vision at network edge. Based on the Intel Movidius Myriad X vision processing unit (VPU) and supported by the Intel Distribution of OpenVINO toolkit, Intel NCS 2 affordably boosts the development of deep neural networks inference applications while delivering a performance boost over the previous generation neural compute stick.
- In September 2018, Intel and Alibaba Cloud launched a Joint Edge Computing Platform that allows enterprises to develop customizable device-to-cloud IoT solutions for different edge computing scenarios, including industrial manufacturing, smart building, and smart community. The Joint Edge Computing Platform is an open architecture that integrates Intel software, hardware, and AI technologies with Alibaba Clouds latest IoT products. The platform utilizes computer vision and AI to convert data at the edge into business insights.
- In December 2017, NVIDIA introduced TITAN V, the worlds most powerful GPU for PC, driven by the worlds most advanced GPU architecture, NVIDIA Volta. TITAN V excels at computational processing for scientific simulation. Its 21.1 billion transistors deliver 110 teraflops of raw horsepower, 9 times that of its predecessor, and extreme energy efficiency.
Key questions addressed by report:
- What could be the potential industrial applications of the edge AI hardware market?
- What is the importance of the edge AI hardware market in the government sector?
- What are the drivers, challenges, restraints, and opportunities for the edge AI hardware market?
- What are the opportunities for the advancements in smartphones in the edge AI hardware market?
- Which regions will showcase the growth of the edge AI hardware market?
To speak to our analyst for a discussion on the above findings, click Speak to Analyst
Table of Contents
1 Introduction (Page No. - 19)
1.1 Study Objectives
1.2 Definition
1.3 Study Scope
1.3.1 Markets Covered
1.3.2 Geographic Scope
1.3.3 Years Considered
1.4 Currency
1.5 Limitations
1.6 Stakeholders
2 Research Methodology (Page No. - 23)
2.1 Research Data
2.1.1 Secondary and Primary Research
2.1.1.1 Key Industry Insights
2.1.2 Secondary Data
2.1.2.1 List of Major Secondary Sources
2.1.2.2 Secondary Sources
2.1.3 Primary Data
2.1.3.1 Breakdown of Primaries
2.1.3.2 Primary Sources
2.2 Market Size Estimation
2.2.1 Bottom-Up Approach
2.2.1.1 Demand-Side Analysis
2.2.2 Top-Down Approach
2.2.2.1 Supply-Side Analysis
2.3 Market Breakdown and Data Triangulation
2.4 Research Assumptions
3 Executive Summary (Page No. - 33)
4 Premium Insights (Page No. - 37)
4.1 Attractive Opportunities in Edge AI Hardware Market
4.2 Edge AI Hardware Market, By Device
4.3 Edge AI Hardware Market for Robots, By Type
4.4 Edge AI Hardware Market for Surveillance Camera, By End-User Industry and Region
4.5 Edge AI Hardware Market, By Geography
5 Market Overview (Page No. - 40)
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Growing Demand for Low Latency and Real-Time Processing on Edge Devices
5.2.1.2 Emergence of AI Coprocessors for Edge Computing
5.2.1.3 Reduction in Data Storage and Operations Cost
5.2.2 Restraints
5.2.2.1 Limited On-Device Training
5.2.2.2 Limited Number of AI Experts
5.2.3 Opportunities
5.2.3.1 Dedicated AI Processors for On-Device Image Analytics
5.2.3.2 Growing Demand for Edge Computing in Iot
5.2.4 Challenges
5.2.4.1 Power Consumption and Size Constraint
6 Edge AI Hardware Market, By Device (Page No. - 43)
6.1 Introduction
6.2 Smartphones
6.2.1 Smartphones to Dominate Edge AI Hardware Market During the Forecast Period
6.3 Cameras
6.3.1 Surveillance Expected to Be A Major Application for AI Based Cameras
6.4 Robots
6.4.1 Robotics is One of the Fastest Growing Market for Edge AI Hardware
6.5 Wearables
6.5.1 Eye Wear Expected to Be Major Market Edhe AI Hardware in Wearables
6.6 Smart Speaker
6.6.1 Smart Speakers are Now Being Used to Control Smart Home Products
6.7 Automotive
6.7.1 Semi-Autonomous and Autonomous Vehicles to Drive Edhe AI Hardware Market for Automotive
6.8 Smart Mirror
6.8.1 Retail to Be A Major Industry for Smart Mirror
7 Edge AI Hardware Market, By Processors (Page No. - 88)
7.1 Introduction
7.2 CPU
7.2.1 CPU to Hold Largest Share of Edge AI Hardware Market for Processors
7.3 GPU
7.3.1 Automotive and Robotics to Be Major Market for GPU
7.4 Asic
7.4.1 CPU to Be Replaced By Asic for AI Based Applications
7.5 Others
8 Edge AI Hardware Market, By Power Consumption (Page No. - 91)
8.1 Introduction
8.2 Less Than 1 W
8.2.1 Wearables Expected to Be the Major Contributors of Edge AI Hardware Market for Less Than 1 W Power Consumption
8.3 13 W
8.3.1 Smartphones to Dominate Edge AI Hardware Market for 13 W
8.4 35 W
8.4.1 Smart Speakers Expected to Lead Edge AI Hardware Market for 35 W
8.5 510 W
8.5.1 Surveillance Cameras and Drones Expected to Be Major Contributors to the Edge AI Hardware Market for 510 W
8.6 More Than 10 W
8.6.1 Automobile Expected to Grow at Highest Rate in Edge AI Hardware Market for 510 W
9 Edge AI Hardware Market, By Process (Page No. - 95)
9.1 Introduction
9.2 Training
9.2.1 Training is Mostly Done on Cloud
9.3 Inference
9.3.1 Development of Efficient Processors Driving Edge Inference Market
10 Edge AI Hardware Market, By End-User Industry (Page No. - 98)
10.1 Introduction
10.2 Consumer Electronics
10.2.1 Smartphones
10.2.1.1 On-Device AI Uses Dedicated AI Chipsets That Will Become Prominent in All Smartphones in the Near Future
10.2.2 Wearables
10.2.2.1 The Implementation of AI in Ar/Vr Technology Offers Very Fast and Immersive Experience for Gaming
10.2.3 Entertainment Robots
10.2.3.1 On-Device AI on Robotic Pets Market has Opportunity to Grow Exponentially
10.3 Smart Home
10.3.1 Smart Speaker
10.3.1.1 Smart Speaker are Being Used to Control Smart Home Devices
10.3.2 Smart Camera
10.3.2.1 Power-Efficient Solutions for Vision and Artificial Intelligence are Now Entering the Market.
10.3.3 Domestic Robots
10.3.3.1 On-Device AI in Domestic Robot Improves Its Capabilities of Acquiring New Knowledge and Skills.
10.4 Automotive & Transportation
10.4.1 Automobile
10.4.1.1 AI Addresses the Issue of Safety Through Advanced Driver Assistance System (ADAS)
10.4.2 Surveillance Camera
10.4.2.1 Vehicle Number Late Recognition, Vehicle Count, and Vehicle Recognition are the Major Applications
10.4.3 Logistics Robots
10.4.3.1 Logistics Robot Expected to Be A Major Application of Edge AI in Transportation
10.5 Government
10.5.1 Surveillance Camera
10.5.1.1 AI Based Surveillance Cameras Will Be Used for Law Enforcement
10.5.2 Drones
10.5.2.1 AI Based Drones to Be Utilized for Police Operations & Investigations
10.6 Healthcare
10.6.1 Medical Robots
10.6.1.1 Ai-Based Robots are Being Introduced for Patient Assistance and Medicine Dispensing.
10.6.2 Wearables
10.6.2.1 Wearables to Dominate Edge AI Hardware Market in Healthcare
10.7 Industrial
10.7.1 Industrial Robots
10.7.1.1 Robots Needs AI in Order to Respond to Environment
10.7.2 Drones
10.7.2.1 AI Based Drones to Automate the Inspection Process Related to Infrastructure.
10.7.3 Cameras
10.7.3.1 Ai-Based Cameras are Capable of Observing and Learning From the Past, Acting in the Present, and Anticipating Future.
10.8 Aerospace & Defense
10.8.1 Service Robots
10.8.1.1 Service Robots to Drive Edge AI Hardware Market in Aerospace Industry
10.9 Construction
10.9.1 Service Robots
10.9.1.1 AI Based Robots are in the Early Stage of Deployment in the Construction Industry
10.9.2 Drones
10.9.2.1 Construction Companies Have Started Using AI Drones to Scan and Map Building Sites.
10.1 Others
10.10.1 Surveillance Camera
10.10.2 Robots
10.10.3 Wearables
10.10.4 Smart Mirror
11 Geographic Analysis (Page No. - 113)
11.1 Introduction
11.2 North America
11.2.1 Us
11.2.1.1 US to Drive Edge AI Hardware Market in North America
11.2.2 Canada
11.2.2.1 Canada Holds Significant Opportunities for Edge AI Hardware Growth in North America
11.2.3 Mexico
11.2.3.1 Mexico to Exhibit Highest Growth in Edge AI Hardware Growth in North America
11.3 Europe
11.3.1 Germany
11.3.1.1 Germany is One of the Fastest Growing Market Edge AI Hardware in Europe
11.3.2 UK
11.3.2.1 The UK to Dominate Edge AI Hardware Market in Europe
11.3.3 France
11.3.3.1 Growing Demand for Surveillance to Drive Edge AI Hardware Market in France
11.3.4 Rest of Europe (RoE)
11.4 Asia Pacific (APAC)
11.4.1 China
11.4.1.1 AI Based Surveillance to Drive Edge AI Hardware Market in China
11.4.2 Japan
11.4.2.1 Robotics to Drive Edge AI Hardware Market in Japan
11.4.3 South Korea
11.4.3.1 Government Initiative to Drive Edge AI Hardware Market in Japan
11.4.4 Rest of APAC
11.5 Rest of the World (RoW)
11.5.1 Middle East & Africa (MEA)
11.5.1.1 Saudi Arabia, Israel and South Africa are Expected to Be the Major Contributors of Edge AI Hardware Market in Mea
11.5.2 South America
11.5.2.1 South America to Account for the Largest Share of Edge AI Hardware Market in RoW
12 Competitive Landscape (Page No. - 126)
12.1 Overview
12.2 Ranking Analysis of Key Players in Edge AI Hardware Market
12.3 Competitive Situations and Trends
12.3.1 Product Launches
12.3.2 Agreements, Partnerships, Collaborations, & Contracts
12.3.3 Acquisitions
12.4 Competitive Leadership Mapping
12.4.1 Visionary Leaders
12.4.2 Dynamic Differentiators
12.4.3 Innovators
12.4.4 Emerging Companies
13 Company Profiles (Page No. - 133)
13.1 Key Players
(Business Overview, Products Offered, Recent Developments, MnM View, SWOT Analysis)*
13.1.1 Intel Corporation
13.1.2 NVIDIA Corporation
13.1.3 Huawei
13.1.4 Qualcomm
13.1.5 Samsung Electronics
13.1.6 Apple
13.1.7 Microsoft
13.1.8 Micron Technology
13.1.9 Xilinx
13.1.10 ARM
13.1.11 Alphabet
13.1.12 Mediatek
13.1.13 Applied Brain Research
13.1.14 Horizon Robotics
13.1.15 Cadence
13.1.16 Ceva
13.1.17 Imagination Technologies
13.1.18 Synopsys Inc
13.1.19 Hailo
13.1.20 Securerf Corporation
13.2 Other Key Players
13.2.1 Thinci
13.2.2 General Vision
13.2.3 Mythic
13.2.4 Adapteva, Inc.
13.2.5 Tenstorrent
13.2.6 Verisilicon
13.2.7 Videantis
*Business Overview, Products Offered, Recent Developments, MnM View, SWOT Analysis Might Not Be Captured in Case of Unlisted Companies.
14 Appendix (Page No. - 206)
14.1 Insights of Industry Experts
14.2 Discussion Guide
14.3 Knowledge Store: Marketsandmarkets Subscription Portal
14.4 Available Customizations
14.5 Related Reports
14.6 Author Details
List of Tables (94 Tables)
Table 1 Edge AI Hardware Market, By Device, 20172024 (Thousand Units)
Table 2 Edge AI Hardware Market, By Device, 20172024 (USD Million)
Table 3 Edge AI Hardware Market for Smartphone , By Region, 20172024 (Thousand Units)
Table 4 Edge AI Hardware Market for Smartphone in North America, By Country, 20172024 (Thousand Units)
Table 5 Edge AI Hardware Market for Smartphone in Europe, By Country, 20172024 (Thousand Units)
Table 6 Edge AI Hardware Market for Smartphone in APAC, By Country, 20172024 (Thousand Units)
Table 7 Edge AI Hardware Market for Smartphone in RoW, By Country, 20172024 (Thousand Units)
Table 8 Edge AI Hardware Market for Smart Camera, By Region, 20182024 (Thousand Units)
Table 9 Edge AI Hardware Market for Smart Camera in North America, By Country, 20182024 (Thousand Units)
Table 10 Edge AI Hardware Market for Smart Camera in Europe, By Country, 20182024 (Units)
Table 11 Edge AI Hardware Market for Smart Camera in APAC, By Country, 20182024 (Units)
Table 12 Edge AI Hardware Market for Smart Camera in RoW, By Region, 20182024 (Thousand Units)
Table 13 Edge AI Hardware Market for Surveillance Camera, By Industry, 20182024 (Thousand Units)
Table 14 Edge AI Hardware Market for Surveillance Camera, By Region, 20182024 (Thousand Units)
Table 15 Edge AI Hardware Market for Surveillance Camera in North America, By Country, 20182024 (Thousand Units)
Table 16 Edge AI Hardware Market for Surveillance Camera in Europe, By Country , 20182024 (Thousand Units)
Table 17 Edge AI Hardware Market for Surveillance Camera in APAC, By Country, 20182024 (Thousand Units)
Table 18 Edge AI Hardware Market for Surveillance Camera in RoW, By Region, 20182024 (Thousand Units)
Table 19 Edge AI Hardware Market for Robots, By Type, 20172024 (Thousand Units)
Table 20 Edge AI Hardware Market for Robots, By Region, 20172024 (Thousand Units)
Table 21 Edge AI Hardware Market for Robots in North America, By Country, 20172024 (Thousand Units)
Table 22 Edge AI Hardware Market for Robots in Europe, By Country, 20172024 (Thousand Units)
Table 23 Edge AI Hardware Market for Robots in APAC, By Country, 20172024 (Thousand Units)
Table 24 Edge AI Hardware Market for Robots in RoW, By Region, 20172024 (Thousand Units)
Table 25 Edge AI Hardware Market for Industrial Robots, By Region, 20172024 (Units)
Table 26 Edge AI Hardware Market for Industrial Robots, By End-User Industry, 20172024 (Units)
Table 27 Edge AI Hardware Market for Professional Service Robots, By Industry, 20172024 (Units)
Table 28 Edge AI Hardware Market for Professional Service Robots, By Region, 20172024 (Units)
Table 29 Edge AI Hardware Market for Domestic Service Robots, By Region, 20172024 (Thousand Units)
Table 30 Edge AI Hardware Market for Entertainment Robot, By Region, 20172024 (Thousand Units)
Table 31 Edge AI Hardware Market for Industrial Robots in North America, By Country, 20172024 (Units)
Table 32 Edge AI Hardware Market for Industrial Robot in Europe, By Country, 20172024 (Units)
Table 33 Edge AI Hardware Market for Industrial Robot in APAC, By Country, 20172024 (Units)
Table 34 Edge AI Hardware Market for Industrial Robot in RoW, By Region, 20172024 (Units)
Table 35 Edge AI Hardware Market for Professional Service Robots in North America, By Country, 20172024 (Units)
Table 36 Edge AI Hardware Market for Professional Service Robot in Europe, By Country, 20172024 (Units)
Table 37 Edge AI Hardware Market for Professional Service Robot in APAC, By Country, 20172024 (Units)
Table 38 Edge AI Hardware Market for Professional Service Robot in RoW, By Region, 20172024 (Units)
Table 39 Edge AI Hardware Market for Domestic Service Robots in North America, By Country, 20172024 (Thousand Units)
Table 40 Edge AI Hardware Market for Domestic Service Robot in Europe, By Country, 20172024 (Units)
Table 41 Edge AI Hardware Market for Domestic Service Robot in APAC, By Country, 20172024 (Thousand Units)
Table 42 Edge AI Hardware Market for Domestic Service Robot in RoW, By Region, 20172024 (Units)
Table 43 Edge AI Hardware Market for Entertainment Robots in North America, By Country, 20172024 (Thousand Units)
Table 44 Edge AI Hardware Market for Entertainment Robot in Europe, By Country, 20172024 (Thousand Units)
Table 45 Edge AI Hardware Market for Entertainment Robot in APAC, By Country, 20172024 (Thousand Units)
Table 46 Edge AI Hardware Market for Entertainment Robot in RoW, By Region, 20172024 (Units)
Table 47 Edge AI Hardware Market for Drones, By Industry, 20172024 (Thousand Units)
Table 48 Edge AI Hardware Market for Drones, By Region, 20172024 (Thousand Units)
Table 49 Edge AI Hardware Market for Drones in North America, By Country, 20172024 (Thousand Units)
Table 50 Edge AI Hardware Market for Drones in Europe, By Country, 20172024 (Thousand Units)
Table 51 Edge AI Hardware Market for Drones in APAC, By Country, 20172024 (Thousand Units)
Table 52 Edge AI Hardware Market for Drones in RoW, By Region, 20172024 (Thousand Units)
Table 53 Edge AI Hardware Market for Wearables, By Type, 20172024 (Thousand Units)
Table 54 Edge AI Hardware Market for Wearables, By Industry, 20172024 (Thousand Units)
Table 55 Edge AI Hardware Market for Wearables, By Region, 20172024 (Thousand Units)
Table 56 Edge AI Hardware Market for Wearables in North America, By Country, 20172024 (Thousand Units)
Table 57 Edge AI Hardware Market for Wearables in Europe, By Country, 20172024 (Thousand Units)
Table 58 Edge AI Hardware Market for Wearables in RoW, By Country, 20172024 (Thousand Units)
Table 59 Edge AI Hardware Market for Smart Speakers, By Region, 20172024 (Thousand Units)
Table 60 Edge AI Hardware Market for Smart Speaker in North America, By Country, 20172024 (Thousand Units)
Table 61 Edge AI Hardware Market for Smart Speaker in Europe, By Country, 20172024 (Thousand Units)
Table 62 Edge AI Hardware Market for Smart Speaker in APAC, By Country, 20172024 (Thousand Units)
Table 63 Edge AI Hardware Market for Smart Speaker in RoW, By Country, 20172024 (Thousand Units)
Table 64 Edge AI Hardware Market for Automotive, By Region, 20172024 (Thousand Units)
Table 65 Edge AI Hardware Market for Automotive in North America, By Country, 20172024 (Thousand Units)
Table 66 Edge AI Hardware Market for Automotive in Europe, By Country, 20172024 (Thousand Units)
Table 67 Edge AI Hardware Market for Automotive in APAC, By Country, 20172024 (Thousand Units)
Table 68 Edge AI Hardware Market for Automotive in RoW, By Country, 20172024 (Thousand Units)
Table 69 Edge AI Hardware Market for Smart Mirror, By Region, 20192024 (Units)
Table 70 Edge AI Hardware Market for Smart Mirror in North America, By Country, 20192024 (Units)
Table 71 Edge AI Hardware Market for Smart Mirror in Europe, By Country, 20192024 (Units)
Table 72 Edge AI Hardware Market for Smart Mirror in APAC, By Country, 20192024 (Units)
Table 73 Edge AI Hardware Market for Smart Mirror in RoW, By Region, 20192024 (Units)
Table 74 Edge AI Hardware Market, By Processor, 20172024 (Thousand Units)
Table 75 Edge AI Hardware Market, By Power Consumption, 20172024 (Thousand Units)
Table 76 Edge AI Hardware Market, By Process, 20172024 (Thousand Units)
Table 77 Edge AI Hardware Market, By End-User Industry, 20172024 (Thousand Units)
Table 78 Edge AI Hardware Market in Consumer Electronics, By Device, 20172024 (Thousand Units)
Table 79 Edge AI Hardware Market in Smart Home, By Device, 20172024 (Thousand Units)
Table 80 Edge AI Hardware Market in Automotive & Transportation, By Device, 20172024 (Thousand Units)
Table 81 Edge AI Hardware Market in Government, By Device, 20172024 (Thousand Units)
Table 82 Edge AI Hardware Market in Healthcare, By Device, 20172024 (Thousand Units)
Table 83 Edge AI Hardware Market in Industrial, By Device, 20172024 (Thousand Units)
Table 84 Edge AI Hardware Market in Aerospace & Defense, By Device, 20172024 (Thousand Units)
Table 85 Edge AI Hardware Market in Construction, By Device, 20172024 (Units)
Table 86 Edge AI Hardware Market in Other Industries, By Device, 20172024 (Thousand Units)
Table 87 Edge AI Hardware Market, By Region, 20172024 (Thousand Units)
Table 88 Edge AI Hardware Market in North America, By Country, 20172024 (Thousand Units)
Table 89 Edge AI Hardware Market in Europe, By Country, 20172024 (Thousand Units)
Table 90 Edge AI Hardware Market in APAC, By Country, 20172024 (Thousand Units)
Table 91 Edge AI Hardware Market in RoW, By Region, 20172024 (Thousand Units)
Table 92 Product Launches, 20182019
Table 93 Agreements, Partnerships, Collaborations, Contracts, and Joint Ventures, 20172018
Table 94 Acquisitions, 20152018
List of Figures (53 Figures)
Figure 1 Research Design
Figure 2 Process Flow of Market Size Estimation
Figure 3 Bottom-Up Approach
Figure 4 Top-Down Approach
Figure 5 Data Triangulation
Figure 6 Cameras to Grow at Highest CAGR in Edge AI Hardware Market During 20192024
Figure 7 Edge AI Hardware Market for Asics to Grow at Higher CAGR During 20192024
Figure 8 Consumer Electronics to Hold Largest Share in Edge AI Hardware Market During 20192024
Figure 9 Edge AI Hardware Market in APAC to Grow at Highest CAGR During 20192024
Figure 10 APAC to Account for the Largest Share of Edge AI Hardware Market During 20192024
Figure 11 Smartphones to Account for Largest Share of Edge AI Hardware Market
Figure 12 Domestic Robots to Hold Largest Share of Edge AI Hardware Market for Robots During Forecast Period
Figure 13 Public Safety to Hold Largest Share of Edge AI Hardware Market for Surveillance Camera in APAC By 2019
Figure 14 Edge AI Hardware Market in Mexico to Grow at Highest CAGR From 2019 to 2024
Figure 15 Growing Demand for Low Latency and Real-Time Processing Driving the Edge AI Hardware Market
Figure 16 Surveillance Cameras is Expected to Grow at Highest CAGR During Forecast Period
Figure 17 Edge AI Smart Camera in APAC is Expected to Grow at the Highest CAGR During Forecast Period
Figure 18 APAC Edge AI Smart Camera Shipment in South Korea is Expected to Grow at the Highest CAGR During Forecast Period
Figure 19 Domestic Robots Expected to Grow at Highest CAGR During Forecast Period
Figure 20 Wearables in Enterprise & Industrial Applications Expected to Grow at the Highest CAGR During Forecast Period
Figure 21 Smart Speaker in APAC is Expected to Grow at the Highest CAGR During Forecast Period
Figure 22 Automotive in APAC is Expected to Grow at the Highest CAGR During Forecast Period
Figure 23 Shipment for Smart Mirror in APAC is Expected to Grow at the Highest CAGR During Forecast Period
Figure 24 Edge AI Hardware Market for Asics to Grow at Highest CAGR During Forecast Period
Figure 25 Devices With 1-3 W is Expected to Account for the Largest Share in 2019
Figure 26 Inference to Hold Largest Share Edge AI Hardware Market During Forecast Period
Figure 27 Consumer Electronics to Hold Largest Share Edge AI Hardware Market During Forecast Period
Figure 28 Surveillance Cameras Expected to Grow at Highest CAGR in Edge AI Hardware Market in Automotive & Transportation During Forecast Period
Figure 29 Cameras Expected to Grow at Highest CAGR in Edge AI Hardware Market in Industrial During Forecast Period
Figure 30 Edge AI Hardware Market, By Geography
Figure 31 Snapshot of Edge AI Hardware Market in North America
Figure 32 Snapshot of Edge AI Hardware Market in Europe
Figure 33 Snapshot of Edge AI Hardware Market in APAC
Figure 34 Snapshot of Edge AI Hardware Market in RoW
Figure 35 Companies Adopted Product Launches as Key Growth Strategy From 2015 to 2018
Figure 36 Edge AI Hardware Market: Ranking Analysis of Key Companies
Figure 37 Edge AI Hardware Market (Global) Competitive Leadership Mapping, 2018
Figure 38 Intel Corporation: Company Snapshot
Figure 39 NVIDIA Corporation: Company Snapshot
Figure 40 Huawei: Company Snapshot
Figure 41 Qualcomm: Company Snapshot
Figure 42 Samsung Electronics: Company Snapshot
Figure 43 Apple: Company Snapshot
Figure 44 Microsoft: Company Snapshot
Figure 45 Micron Technology: Company Snapshot
Figure 46 Xilinx: Company Snapshot
Figure 47 ARM: Company Snapshot
Figure 48 Alphabet: Company Snapshot
Figure 49 Mediatek: Company Snapshot
Figure 50 Cadence: Company Snapshot
Figure 51 Ceva: Company Snapshot
Figure 52 Imagination Technologies: Company Snapshot
Figure 53 Synopsys: Company Snapshot
The study involved 4 major activities to estimate the current size of the Edge AI hardware market. Exhaustive secondary research was done to collect information on the market, including peer market and parent market. The next step was to validate these findings, assumptions, and sizing with industry experts across value chain through primary research. Top-down and bottom-up approaches were employed to estimate the complete market size. Thereafter, market breakdown and data triangulation were used to estimate the market size of segments and sub segments.
Secondary Research
In the secondary research process, various secondary sources were referred to for the identification and collection of relevant information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers; journals and certified publications; and articles from recognized authors, websites, directories, and databases. Secondary research was conducted to obtain key information regarding the industrys supply chain, markets value chain, the total pool of key players, market segmentation according to industry trends (to the bottom-most level), geographic markets, and key developments from both market- and technology-oriented perspectives. Secondary data were collected and analyzed to arrive at the overall market size, which was further validated by primary research.
Primary Research
In the primary research process, various primary sources from both supply and demand sides have been interviewed to obtain qualitative and quantitative information relevant to this report. Several primary interviews have been conducted with market experts from both the demand (product and component manufacturer across industries) and supply sides (edge AI hardware providing companies). These primary data have been collected through questionnaires, emails, and telephonic interviews. Primary sources include industry experts such as CEOs, vice presidents, marketing directors, technology and innovation directors, and related executives from various key companies and organizations operating in the edge AI hardware market. Approximately 30% and 70% of the primary interviews have been conducted from the demand and supply sides, respectively.
To know about the assumptions considered for the study, download the pdf brochure
Market Size Estimation
Both top-down and bottom-up approaches were implemented to estimate and validate the total size of the edge AI hardware market. These methods were also used extensively to estimate the size of the markets based on various sub segments. The research methodology used to estimate the market size includes the following steps:
- Key players in the industry and markets have been identified through extensive secondary research.
- The industrys supply chain and market size, in terms of value, have been determined through primary and secondary research processes.
- All percentage shares, splits, and breakdowns have been determined using secondary sources and verified through primary sources.
Data Triangulation
After arriving at the overall market sizeusing the market size estimation processes as explained abovethe market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, the data triangulation and market breakdown procedures were employed, wherever applicable. The data were triangulated by studying various factors and trends from demand and supply sides across different end-use applications.
Study Objectives
- To describe and forecast the edge artificial Intelligence (AI) hardware market, in terms of value, by processor type, power consumption, process, and industry
- To describe and forecast the edge artificial Intelligence (AI) market, in terms of volume, by processor type, power consumption, process, and industry
- To describe and forecast the edge AI hardware market, in terms of value, by regionNorth America, Europe, Asia Pacific (APAC), and Rest of the World (RoW)
- To describe and forecast the edge AI hardware market, in terms of volume, by regionNorth America, Europe, Asia Pacific (APAC), and Rest of the World (RoW)
- To provide detailed information regarding major factors influencing the markets growth (drivers, restraints, opportunities, and challenges)
- To strategically analyze micro markets with respect to individual growth trends, prospects, and contribution to the overall edge AI hardware market
- To profile key players and comprehensively analyze their market positions in terms of ranking and core competencies, along with detailing the competitive landscape for market leaders
- To analyze competitive developments such as joint ventures, mergers and
acquisitions, product developments, and ongoing research and development (R&D) in the edge AI hardware market - To provide the illustrative segmentation, analysis, and projection of the main regional markets
Report Scope
|
Report Metric |
Details |
|
Market size available for years |
2017-2024 |
|
Base year considered |
2018 |
|
Forecast period |
20192024 |
|
Forecast units |
Value, USD million |
|
Segments covered |
By device, by processors, by power consumption, by process, by end-user industry and region |
|
Regions covered |
North America, Europe, APAC, and RoW |
|
Companies covered |
Intel Corporation (US), NVIDIA Corporation (US), Samsung Electronics Co., Ltd. (South Korea), Huawei Technologies Co., Ltd. (China), Google Inc. (US), MediaTek Inc. (Taiwan), Xilinx Inc. (US), Imagination Technologies Limited (UK), Microsoft Corporation (US), are a few major players in the edge AI hardware market. |
Edge AI hardware market Segmentation:
In this report, the edge AI hardware market has been segmented into the following categories:
On the basis of Devices, the edge AI hardware market has been segmented as follows:
- Smartphones
- Cameras
- Robots
- Wearables
- Smart speakers
- Automotive
- Smart mirror
On the basis of Processors, the edge AI hardware market has been segmented as follows:
- CPU
- GPU
- ASIC
- Others
On the basis of Power Consumption, the edge AI hardware market has been segmented as follows:
- Less than 1 W
- 13 W
- 35 W
- 510 W
- More than 10 W
On the basis of Process, the edge AI hardware market has been segmented as follows:
- Training
- Inference
On the basis of end-user industry, the edge AI hardware market has been segmented as follows:
- Consumer electronics
- Smart home
- Automotive and transportation
- Government
- Healthcare
- Industrial
- Aerospace & Defence
- Construction
- Others
On the basis of region, the Edge AI hardware market has been segmented as follows:
- North America
- Europe
- Asia Pacific (APAC)
- Rest of the World (RoW)
Available Customizations:
With the given market data, MarketsandMarkets offers customizations according to the company's specific needs. The following customization options are available for this report:
- Company Information: Detailed analysis and profiling of additional 5 market players
- Country-level break-up for the market based on end-use application and offering
- Triangulate with your Own Data
- Get Data as per your Format and Definition
- Gain a Deeper Dive on a Specific Application, Geography, Customer or Competitor
- Any level of Personalization
- What are the Known and Unknown Adjacencies Impacting the Edge AI Hardware Market
- What will your New Revenue Sources be?
- Who will be your Top Customer; what will make them switch?
- Defend your Market Share or Win Competitors
- Get a Scorecard for Target Partners
Growth opportunities and latent adjacency in Edge AI Hardware Market