エッジAIハードウェアの世界市場の分析・予測 (～2024年)：スマートフォン・カメラ・ロボット・自動車・スマートスピーカー・ウェアラブル・スマートミラー

世界のエッジAIハードウェアの市場は予測期間中20.64%のCAGR (年間複合成長率) で推移し、2019年の6億1000万ユニットから、2024年には15億5930万ユニットの出荷数に成長すると予測されています。低遅延・リアルタイム処理への需要の拡大、AIコプロセッサの台頭などの要因が同市場の成長を推進しており、IoT環境でのエッジコンピューティング需要の拡大、オンデバイス画像分析用の専用AIプロセッサーに対する需要の増大などの動向がさらなる成長の機会を示しています。しかし一方で、限定的なオンデバイストレーニング、AIエキスパートの不足、消費電力およびサイズ上の制約が同市場のさらなる成長の障壁となっています。

当レポートでは、世界のエッジAIハードウェアの市場を調査し、市場の定義と概要、市場成長への各種影響因子の分析、デバイス・プロセッサー・消費電力・処理方式・エンドユーザー産業・地域/主要国など各種区分別の動向と市場規模の推移と予測、競合環境、主要企業のプロファイルなどをまとめています。

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 主要考察

第5章 市場概要

• イントロダクション
• 市場力学
  • 成長促進要因
  • 成長抑制因子
  • 市場機会
  • 課題

第6章 市場分析・予測：デバイス別

• イントロダクション
• スマートフォン
• カメラ
• ロボット
• ウェアラブル
• スマートスピーカー
• 自動車
• スマートミラー

第7章 市場分析・予測：プロセッサー別

• イントロダクション
• CPU
• GPU
• ASIC
• その他

第8章 市場分析・予測：消費電力別

• イントロダクション
• 1 W未満
• 1-3 W
• 3-5 W
• 5-10 W
• 10 W超

第9章 市場分析・予測：処理方式別

• イントロダクション
• トレーニング
• 推論

第10章 市場分析・予測：エンドユーザー産業別

• イントロダクション
• CE製品
  • スマートフォン
  • ウェアラブル
  • エンターテインメントロボット
• スマートホーム
  • スマートスピーカー
  • スマートカメラ
  • 家庭用ロボット
• 自動車・輸送
  • 自動車
  • 監視カメラ
  • 物流用ロボット
• 政府
  • 監視カメラ
  • ドローン
• ヘルスケア
  • 医療用ロボット
  • ウェアラブル
• 工業用
  • 工業用ロボット
  • ドローン
  • カメラ
• 航空宇宙・防衛
  • サービスロボット
• 建設
  • サービスロボット
  • ドローン
• その他
  • 監視カメラ
  • ロボット
  • ウェアラブル
  • スマートミラー

第11章 市場分析・予測：地域・国別

• イントロダクション
• 北米
• 欧州
• アジア太平洋
• その他の地域

第12章 競合環境

• 概要
• 企業ランキング
• 競合状況・動向
• 競合リーダーシップマッピング

第13章 企業プロファイル

• 主要企業
• 他の有力企業

第14章 付録

LIST OF TABLES

• TABLE 1: EDGE AI HARDWARE MARKET, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 2: EDGE AI HARDWARE MARKET, BY DEVICE, 2017-2024 (USD MILLION)
• TABLE 3: EDGE AI HARDWARE MARKET FOR SMARTPHONE , BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 4: EDGE AI HARDWARE MARKET FOR SMARTPHONE IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 5: EDGE AI HARDWARE MARKET FOR SMARTPHONE IN EUROPE, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 6: EDGE AI HARDWARE MARKET FOR SMARTPHONE IN APAC, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 7: EDGE AI HARDWARE MARKET FOR SMARTPHONE IN ROW, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 8: EDGE AI HARDWARE MARKET FOR SMART CAMERA, BY REGION, 2018-2024 (THOUSAND UNITS)
• TABLE 9: EDGE AI HARDWARE MARKET FOR SMART CAMERA IN NORTH AMERICA, BY COUNTRY, 2018-2024 (THOUSAND UNITS)
• TABLE 10: EDGE AI HARDWARE MARKET FOR SMART CAMERA IN EUROPE, BY COUNTRY, 2018-2024 (UNITS)
• TABLE 11: EDGE AI HARDWARE MARKET FOR SMART CAMERA IN APAC, BY COUNTRY, 2018-2024 (UNITS)
• TABLE 12: EDGE AI HARDWARE MARKET FOR SMART CAMERA IN ROW, BY REGION, 2018-2024 (THOUSAND UNITS)
• TABLE 13: EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERA, BY INDUSTRY, 2018-2024 (THOUSAND UNITS)
• TABLE 14: EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERA, BY REGION, 2018-2024 (THOUSAND UNITS)
• TABLE 15: EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERA IN NORTH AMERICA, BY COUNTRY, 2018-2024 (THOUSAND UNITS)
• TABLE 16: EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERA IN EUROPE, BY COUNTRY , 2018-2024 (THOUSAND UNITS)
• TABLE 17: EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERA IN APAC, BY COUNTRY, 2018-2024 (THOUSAND UNITS)
• TABLE 18: EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERA IN ROW, BY REGION, 2018-2024 (THOUSAND UNITS)
• TABLE 19: EDGE AI HARDWARE MARKET FOR ROBOTS, BY TYPE, 2017-2024 (THOUSAND UNITS)
• TABLE 20: EDGE AI HARDWARE MARKET FOR ROBOTS, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 21: EDGE AI HARDWARE MARKET FOR ROBOTS IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 22: EDGE AI HARDWARE MARKET FOR ROBOTS IN EUROPE, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 23: EDGE AI HARDWARE MARKET FOR ROBOTS IN APAC, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 24: EDGE AI HARDWARE MARKET FOR ROBOTS IN ROW, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 25: EDGE AI HARDWARE MARKET FOR INDUSTRIAL ROBOTS, BY REGION, 2017-2024 (UNITS)
• TABLE 26: EDGE AI HARDWARE MARKET FOR INDUSTRIAL ROBOTS, BY END-USER INDUSTRY, 2017-2024 (UNITS)
• TABLE 27: EDGE AI HARDWARE MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY INDUSTRY, 2017-2024 (UNITS)
• TABLE 28: EDGE AI HARDWARE MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY REGION, 2017-2024 (UNITS)
• TABLE 29: EDGE AI HARDWARE MARKET FOR DOMESTIC SERVICE ROBOTS, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 30: EDGE AI HARDWARE MARKET FOR ENTERTAINMENT ROBOT, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 31: EDGE AI HARDWARE MARKET FOR INDUSTRIAL ROBOTS IN NORTH AMERICA, BY COUNTRY, 2017-2024 (UNITS)
• TABLE 32: EDGE AI HARDWARE MARKET FOR INDUSTRIAL ROBOT IN EUROPE, BY COUNTRY, 2017-2024 (UNITS)
• TABLE 33: EDGE AI HARDWARE MARKET FOR INDUSTRIAL ROBOT IN APAC, BY COUNTRY, 2017-2024 (UNITS)
• TABLE 34: EDGE AI HARDWARE MARKET FOR INDUSTRIAL ROBOT IN ROW, BY REGION, 2017-2024 (UNITS)
• TABLE 35: EDGE AI HARDWARE MARKET FOR PROFESSIONAL SERVICE ROBOTS IN NORTH AMERICA, BY COUNTRY, 2017-2024 (UNITS)
• TABLE 36: EDGE AI HARDWARE MARKET FOR PROFESSIONAL SERVICE ROBOT IN EUROPE, BY COUNTRY, 2017-2024 (UNITS)
• TABLE 37: EDGE AI HARDWARE MARKET FOR PROFESSIONAL SERVICE ROBOT IN APAC, BY COUNTRY, 2017-2024 (UNITS)
• TABLE 38: EDGE AI HARDWARE MARKET FOR PROFESSIONAL SERVICE ROBOT IN ROW, BY REGION, 2017-2024 (UNITS)
• TABLE 39: EDGE AI HARDWARE MARKET FOR DOMESTIC SERVICE ROBOTS IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 40: EDGE AI HARDWARE MARKET FOR DOMESTIC SERVICE ROBOT IN EUROPE, BY COUNTRY, 2017-2024 (UNITS)
• TABLE 41: EDGE AI HARDWARE MARKET FOR DOMESTIC SERVICE ROBOT IN APAC, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 42: EDGE AI HARDWARE MARKET FOR DOMESTIC SERVICE ROBOT IN ROW, BY REGION, 2017-2024 (UNITS)
• TABLE 43: EDGE AI HARDWARE MARKET FOR ENTERTAINMENT ROBOTS IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 44: EDGE AI HARDWARE MARKET FOR ENTERTAINMENT ROBOT IN EUROPE, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 45: EDGE AI HARDWARE MARKET FOR ENTERTAINMENT ROBOT IN APAC, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 46: EDGE AI HARDWARE MARKET FOR ENTERTAINMENT ROBOT IN ROW, BY REGION, 2017-2024 (UNITS)
• TABLE 47: EDGE AI HARDWARE MARKET FOR DRONES, BY INDUSTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 48: EDGE AI HARDWARE MARKET FOR DRONES, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 49: EDGE AI HARDWARE MARKET FOR DRONES IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 50: EDGE AI HARDWARE MARKET FOR DRONES IN EUROPE, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 51: EDGE AI HARDWARE MARKET FOR DRONES IN APAC, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 52: EDGE AI HARDWARE MARKET FOR DRONES IN ROW, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 53: EDGE AI HARDWARE MARKET FOR WEARABLES, BY TYPE, 2017-2024 (THOUSAND UNITS)
• TABLE 54: EDGE AI HARDWARE MARKET FOR WEARABLES, BY INDUSTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 55: EDGE AI HARDWARE MARKET FOR WEARABLES, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 56: EDGE AI HARDWARE MARKET FOR WEARABLES IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 57: EDGE AI HARDWARE MARKET FOR WEARABLES IN EUROPE, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 58: EDGE AI HARDWARE MARKET FOR WEARABLES IN ROW, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 59: EDGE AI HARDWARE MARKET FOR SMART SPEAKERS, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 60: EDGE AI HARDWARE MARKET FOR SMART SPEAKER IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 61: EDGE AI HARDWARE MARKET FOR SMART SPEAKER IN EUROPE, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 62: EDGE AI HARDWARE MARKET FOR SMART SPEAKER IN APAC, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 63: EDGE AI HARDWARE MARKET FOR SMART SPEAKER IN ROW, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 64: EDGE AI HARDWARE MARKET FOR AUTOMOTIVE, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 65: EDGE AI HARDWARE MARKET FOR AUTOMOTIVE IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 66: EDGE AI HARDWARE MARKET FOR AUTOMOTIVE IN EUROPE, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 67: EDGE AI HARDWARE MARKET FOR AUTOMOTIVE IN APAC, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 68: EDGE AI HARDWARE MARKET FOR AUTOMOTIVE IN ROW, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 69: EDGE AI HARDWARE MARKET FOR SMART MIRROR, BY REGION, 2019-2024 (UNITS)
• TABLE 70: EDGE AI HARDWARE MARKET FOR SMART MIRROR IN NORTH AMERICA, BY COUNTRY, 2019-2024 (UNITS)
• TABLE 71: EDGE AI HARDWARE MARKET FOR SMART MIRROR IN EUROPE, BY COUNTRY, 2019-2024 (UNITS)
• TABLE 72: EDGE AI HARDWARE MARKET FOR SMART MIRROR IN APAC, BY COUNTRY, 2019-2024 (UNITS)
• TABLE 73: EDGE AI HARDWARE MARKET FOR SMART MIRROR IN ROW, BY REGION, 2019-2024 (UNITS)
• TABLE 74: EDGE AI HARDWARE MARKET, BY PROCESSOR, 2017-2024 (THOUSAND UNITS)
• TABLE 75: EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2017-2024 (THOUSAND UNITS)
• TABLE 76: EDGE AI HARDWARE MARKET, BY PROCESS, 2017-2024 (THOUSAND UNITS)
• TABLE 77: EDGE AI HARDWARE MARKET, BY END-USER INDUSTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 78: EDGE AI HARDWARE MARKET IN CONSUMER ELECTRONICS, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 79: EDGE AI HARDWARE MARKET IN SMART HOME, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 80: EDGE AI HARDWARE MARKET IN AUTOMOTIVE & TRANSPORTATION, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 81: EDGE AI HARDWARE MARKET IN GOVERNMENT, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 82: EDGE AI HARDWARE MARKET IN HEALTHCARE, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 83: EDGE AI HARDWARE MARKET IN INDUSTRIAL, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 84: EDGE AI HARDWARE MARKET IN AEROSPACE & DEFENSE, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 85: EDGE AI HARDWARE MARKET IN CONSTRUCTION, BY DEVICE, 2017-2024 (UNITS)
• TABLE 86: EDGE AI HARDWARE MARKET IN OTHER INDUSTRIES, BY DEVICE, 2017-2024 (THOUSAND UNITS)
• TABLE 87: EDGE AI HARDWARE MARKET, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 88: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 89: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 90: EDGE AI HARDWARE MARKET IN APAC, BY COUNTRY, 2017-2024 (THOUSAND UNITS)
• TABLE 91: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2017-2024 (THOUSAND UNITS)
• TABLE 92: PRODUCT LAUNCHES, 2018-2019
• TABLE 93: AGREEMENTS, PARTNERSHIPS, COLLABORATIONS, CONTRACTS, AND JOINT VENTURES, 2017-2018
• TABLE 94: ACQUISITIONS, 2015-2018

LIST OF 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 2019-2024
• FIGURE 7: EDGE AI HARDWARE MARKET FOR ASICS TO GROW AT HIGHER CAGR DURING 2019-2024
• FIGURE 8: CONSUMER ELECTRONICS TO HOLD LARGEST SHARE IN EDGE AI HARDWARE MARKET DURING 2019-2024
• FIGURE 9: EDGE AI HARDWARE MARKET IN APAC TO GROW AT HIGHEST CAGR DURING 2019-2024
• FIGURE 10: APAC TO ACCOUNT FOR THE LARGEST SHARE OF EDGE AI HARDWARE MARKET DURING 2019-2024
• 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 EDGE AI MARKET IN HARDWARE TO GROW AT CAGR OF 20.64% FROM 2019 TO 2024"

The edge AI hardware market is expected to register a shipment of 610 million units in 2019 and is likely to reach 1559.3 million units by 2024, at a CAGR of 20.64% during the forecast period. Major drivers for the market's 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.

IN PROCESSORS, ASIC IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD IN EDGE AI HARDWARE MARKET

The edge artificial intelligence (AI) hardware market has been segmented on the basis of processors into central processing units (CPU), graphic processing unit (GPU), application-specific integrated circuits (ASICs), and others.

ASIC offers high speed as it is dedicated to performing one particular application only. ASIC offers a user-specific customized solution. An ASIC is dedicated to performing fixed operations extremely fast as the entire chip's logic area is dedicated to a set of narrow functions. Visual processing unit (VPU) is a class of processors that accelerates machine vision tasks. Image processing unit (IPU) is specially designed to support video and graphics processing functions, and interface with video and image sensors and displays. ASICs currently offered in the market include Intel Movidius VPUs and CEVA-XM4 imaging and computer vision processor.

IN TERM OF PROCESSOR TYPE, THE MARKET FOR CPU IS EXPECTED TO HOLD THE LARGEST MARKET SHARE BY 2024 IN THE EDGE AI HARDWARE MARKET

The edge AI hardware market for CPU is expected to witness a shipment of 589 million units in 2019 and is likely to reach 1380 million units by 2024, at a higher CAGR during the forecast period. An MPU contains all, or most of, the CPU functions and is the "engine" that goes into motion when the computer is on. CPU is the most commonly used processor for on-device inference in smartphones, smart speakers, and wearables. CPUs used for edge AI in smartphones include a11 and a12 bionic chip from Apple, Snapdragon 845 and 855 from Qualcomm, Exynos 9820 from Samsung, and Kirin 980 from Huawei.

"IN THE EDGE AI HARDWARE MARKET, APAC IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD"

This market is further divided into China, Japan, South Korea, and the Rest of APAC (RoAPAC). RoAPAC includes Singapore, Malaysia, Thailand, India, Australia, and New Zealand.

In APAC, China is the largest market for artificial intelligence, followed by Japan; this makes the region an attractive market for edge AI hardware applications. The presence of a large number of manufacturing companies, along with the strong presence of automobile and electronics and semiconductor companies, in China and Japan is driving the growth of the edge AI hardware market in APAC. Applications such as smartphones, industrial robots, and automotive have huge potential in APAC. With the growing penetration of smartphones in China, Japan, India, and South Korea, the adoption of AI processor-enabled smartphones in APAC is expected to increase in the coming years. APAC is also one of the largest markets for industrial robots, surveillance cameras, and wearable devices, which are integrated with vision processing units to accelerate AI tasks.

Breakdown of Profiles of Primary Participants:

• By Company Type: Tier 1 = 30%, Tier 2 = 30%, and Tier 3 = 40%

• By Designation: C-Level Executives = 45%, Directors = 30%, and Others = 25%

• By Region: North America = 30%, Europe = 40%, APAC = 25%, and RoW = 5%

Research Coverage:

• Market by processor type covers CPU, GPU, FPGA, ASICS

• Market by power consumption less than 1W, 1-3 W, 3-5 W, 5-10 W, More than 10 W

• Market by process covers Training and Inference

• Market by devices covers Smartphones, Surveillance cameras, robots, wearables, Smart Speakers, automotive, smart mirror

• Market by end-user industry Smart home, government, healthcare, automotive and transportation, industrial, aerospace and defense, consumer electronics, construction, and others

• The geographic analysis is based on 4 major regions-North America, Europe, APAC, and RoW

Key Benefits of Buying the Report:

The report will help the leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the Edge AI hardware market and sub segments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and to plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

TABLE OF CONTENTS

1 INTRODUCTION

• 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

• 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

4 PREMIUM INSIGHTS

• 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

• 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 41

• 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

• 6.1 INTRODUCTION
• 6.2 SMARTPHONES
  • 6.2.1 SMARTPHONES TO DOMINATE EDGE AI HARDWARE MARKET DURING

THE FORECAST PERIOD 46

• 6.3 CAMERAS
  • 6.3.1 SURVEILLANCE EXPECTED TO BE A MAJOR APPLICATION FOR AI

BASED CAMERAS 49

• 6.4 ROBOTS
  • 6.4.1 ROBOTICS IS ONE OF THE FASTEST GROWING MARKET FOR EDGE

AI HARDWARE 56

• 6.5 WEARABLES
  • 6.5.1 EYE WEAR EXPECTED TO BE MAJOR MARKET EDHE AI HARDWARE

IN WEARABLES 74

• 6.6 SMART SPEAKER
  • 6.6.1 SMART SPEAKERS ARE NOW BEING USED TO CONTROL SMART

HOME PRODUCTS 78

• 6.7 AUTOMOTIVE
  • 6.7.1 SEMI-AUTONOMOUS AND AUTONOMOUS VEHICLES TO DRIVE EDHE

AI HARDWARE MARKET FOR AUTOMOTIVE 81

• 6.8 SMART MIRROR
  • 6.8.1 RETAIL TO BE A MAJOR INDUSTRY FOR SMART MIRROR

7 EDGE AI HARDWARE MARKET, BY PROCESSORS

• 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

• 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 1-3 W
  • 8.3.1 SMARTPHONES TO DOMINATE EDGE AI HARDWARE MARKET FOR 1-3 W
• 8.4 3-5 W
  • 8.4.1 SMART SPEAKERS EXPECTED TO LEAD EDGE AI HARDWARE MARKET FOR

3-5 W 93

• 8.5 5-10 W
  • 8.5.1 SURVEILLANCE CAMERAS AND DRONES EXPECTED TO BE MAJOR CONTRIBUTORS TO THE EDGE AI HARDWARE MARKET FOR 5-10 W
• 8.6 MORE THAN 10 W
  • 8.6.1 AUTOMOBILE EXPECTED TO GROW AT HIGHEST RATE IN EDGE AI HARDWARE MARKET FOR 5-10 W

9 EDGE AI HARDWARE MARKET, BY PROCESS

• 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

• 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 104

• 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 110

• 10.9.2 DRONES
  • 10.9.2.1 Construction companies have started using AI drones to scan

and map building sites. 110

• 10.10 OTHERS
  • 10.10.1 SURVEILLANCE CAMERA
  • 10.10.2 ROBOTS
  • 10.10.3 WEARABLES
  • 10.10.4 SMART MIRROR

11 GEOGRAPHIC ANALYSIS

• 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 118

• 11.3 EUROPE
  • 11.3.1 GERMANY
    • 11.3.1.1 Germany is one of the fastest growing market edge AI hardware

in Europe 120

• 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 120

• 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

• 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

• 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

• 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