▶ 調査レポート

世界のエッジAI用埋め込みハードウェア市場 2028年:GPU、VPU、FPGA、ASIC

• 英文タイトル:Global Embedded Hardware for Edge AI Market Insights, Forecast to 2028

Global Embedded Hardware for Edge AI Market Insights, Forecast to 2028「世界のエッジAI用埋め込みハードウェア市場 2028年:GPU、VPU、FPGA、ASIC」(市場規模、市場予測)調査レポートです。• レポートコード:QY2207C1642
• 出版社/出版日:QYResearch / 2022年7月8日
• レポート形態:英文、PDF、107ページ
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レポート概要
新型コロナウイルス感染症のパンデミックにより、世界のエッジAI用埋め込みハードウェアの市場規模は2022年にUS$xxxと推定され、調査期間中のCAGRはxxx%で、2028年までに再調整された規模はUS$xxxになると予測されています。この医療危機による経済変化を十分に考慮すると、2021年にエッジAI用埋め込みハードウェアの世界市場のxxx%を占める「GPU」タイプは、2028年までにUS$xxxの規模になり、パンデミック後の修正xxx%CAGRで成長すると予測されています。一方、「医療」セグメントは、この予測期間を通じてxxx%のCAGRに変更されます。
中国のエッジAI用埋め込みハードウェアの市場規模は2021年にUS$xxxと分析されており、米国とヨーロッパのエッジAI用埋め込みハードウェア市場規模はそれぞれUS$xxxとUS$xxxです。米国の割合は2021年にxxx%であり、中国とヨーロッパはそれぞれxxx%とxxx%です。中国の割合は2028年にxxx%に達し、対象期間を通じてxxx%のCAGRを記録すると予測されています。日本、韓国、東南アジアはアジアで注目市場であり、今後6年間のCAGRはそれぞれxxx%、xxx%、xxx%になる見通しです。ヨーロッパのエッジAI用埋め込みハードウェア市場については、ドイツは2028年までにUS$xxxに達すると予測されており、予測期間中のCAGRはxxx%になる見通しです。

エッジAI用埋め込みハードウェアのグローバル主要メーカーには、AMD (Xilinx)、Intel (Altera)、Microchip (Microsemi)、Lattice、Achronix Semiconductor、NVIDIA、Advantech、Intel、Infineon Technologies、OmniVision Technologiesなどがあります。2021年、世界のトップ5プレイヤーは売上ベースで約xxx%の市場シェアを占めています。

エッジAI用埋め込みハードウェア市場は、種類と用途によって区分されます。世界のエッジAI用埋め込みハードウェア市場のプレーヤー、利害関係者、およびその他の参加者は、当レポートを有益なリソースとして使用することで優位に立つことができます。セグメント分析は、2017年~2028年期間のタイプ別および用途別の販売量、売上、予測に焦点を当てています。

【種類別セグメント】
GPU、VPU、FPGA、ASIC

【用途別セグメント】
医療、娯楽、スマートファクトリー、スマートAIビジョン、スマートエネルギー、その他

【掲載地域】
北米:アメリカ、カナダ
ヨーロッパ:ドイツ、フランス、イギリス、イタリア、ロシア
アジア太平洋:日本、中国、韓国、インド、オーストラリア、台湾、インドネシア、タイ、マレーシア
中南米:メキシコ、ブラジル、アルゼンチン
中東・アフリカ:トルコ、サウジアラビア、UAE

【目次(一部)】

・調査の範囲
- エッジAI用埋め込みハードウェア製品概要
- 種類別市場(GPU、VPU、FPGA、ASIC)
- 用途別市場(医療、娯楽、スマートファクトリー、スマートAIビジョン、スマートエネルギー、その他)
- 調査の目的
・エグゼクティブサマリー
- 世界のエッジAI用埋め込みハードウェア販売量予測2017-2028
- 世界のエッジAI用埋め込みハードウェア売上予測2017-2028
- エッジAI用埋め込みハードウェアの地域別販売量
- エッジAI用埋め込みハードウェアの地域別売上
- 北米市場
- ヨーロッパ市場
- アジア太平洋市場
- 中南米市場
- 中東・アフリカ市場
・メーカーの競争状況
- 主要メーカー別エッジAI用埋め込みハードウェア販売量
- 主要メーカー別エッジAI用埋め込みハードウェア売上
- 主要メーカー別エッジAI用埋め込みハードウェア価格
- 競争状況の分析
- 企業M&A動向
・種類別市場規模(GPU、VPU、FPGA、ASIC)
- エッジAI用埋め込みハードウェアの種類別販売量
- エッジAI用埋め込みハードウェアの種類別売上
- エッジAI用埋め込みハードウェアの種類別価格
・用途別市場規模(医療、娯楽、スマートファクトリー、スマートAIビジョン、スマートエネルギー、その他)
- エッジAI用埋め込みハードウェアの用途別販売量
- エッジAI用埋め込みハードウェアの用途別売上
- エッジAI用埋め込みハードウェアの用途別価格
・北米市場
- 北米のエッジAI用埋め込みハードウェア市場規模(種類別、用途別)
- 主要国別のエッジAI用埋め込みハードウェア市場規模(アメリカ、カナダ)
・ヨーロッパ市場
- ヨーロッパのエッジAI用埋め込みハードウェア市場規模(種類別、用途別)
- 主要国別のエッジAI用埋め込みハードウェア市場規模(ドイツ、フランス、イギリス、イタリア、ロシア)
・アジア太平洋市場
- アジア太平洋のエッジAI用埋め込みハードウェア市場規模(種類別、用途別)
- 主要国別のエッジAI用埋め込みハードウェア市場規模(日本、中国、韓国、インド、オーストラリア、台湾、インドネシア、タイ、マレーシア)
・中南米市場
- 中南米のエッジAI用埋め込みハードウェア市場規模(種類別、用途別)
- 主要国別のエッジAI用埋め込みハードウェア市場規模(メキシコ、ブラジル、アルゼンチン)
・中東・アフリカ市場
- 中東・アフリカのエッジAI用埋め込みハードウェア市場規模(種類別、用途別)
- 主要国別のエッジAI用埋め込みハードウェア市場規模(トルコ、サウジアラビア)
・企業情報
AMD (Xilinx)、Intel (Altera)、Microchip (Microsemi)、Lattice、Achronix Semiconductor、NVIDIA、Advantech、Intel、Infineon Technologies、OmniVision Technologies
・産業チェーン及び販売チャネル分析
- エッジAI用埋め込みハードウェアの産業チェーン分析
- エッジAI用埋め込みハードウェアの原材料
- エッジAI用埋め込みハードウェアの生産プロセス
- エッジAI用埋め込みハードウェアの販売及びマーケティング
- エッジAI用埋め込みハードウェアの主要顧客
・マーケットドライバー、機会、課題、リスク要因分析
- エッジAI用埋め込みハードウェアの産業動向
- エッジAI用埋め込みハードウェアのマーケットドライバー
- エッジAI用埋め込みハードウェアの課題
- エッジAI用埋め込みハードウェアの阻害要因
・主な調査結果

Market Analysis and Insights: Global Embedded Hardware for Edge AI Market
Due to the COVID-19 pandemic, the global Embedded Hardware for Edge AI market size is estimated to be worth US$ million in 2022 and is forecast to a readjusted size of US$ million by 2028 with a CAGR of % during the forecast period 2022-2028. Fully considering the economic change by this health crisis, GPU accounting for % of the Embedded Hardware for Edge AI global market in 2021, is projected to value US$ million by 2028, growing at a revised % CAGR from 2022 to 2028. While Healthcare segment is altered to an % CAGR throughout this forecast period.
China Embedded Hardware for Edge AI market size is valued at US$ million in 2021, while the US and Europe Embedded Hardware for Edge AI are US$ million and US$ million, severally. The proportion of the US is % in 2021, while China and Europe are % and % respectively, and it is predicted that China proportion will reach % in 2028, trailing a CAGR of % through the analysis period 2022-2028. Japan, South Korea, and Southeast Asia are noteworthy markets in Asia, with CAGR %, %, and % respectively for the next 6-year period. As for the Europe Embedded Hardware for Edge AI landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period 2022-2028.
The global key manufacturers of Embedded Hardware for Edge AI include AMD (Xilinx), Intel (Altera), Microchip (Microsemi), Lattice, Achronix Semiconductor, NVIDIA, Advantech, Intel and Infineon Technologies and etc. In 2021, the global top five players have a share approximately % in terms of revenue.
In terms of production side, this report researches the Embedded Hardware for Edge AI capacity, production, growth rate, market share by manufacturers and by region (region level and country level), from 2017 to 2022, and forecast to 2028.
In terms of sales side, this report focuses on the sales of Embedded Hardware for Edge AI by region (region level and country level), by company, by Type and by Application. from 2017 to 2022 and forecast to 2028.
Global Embedded Hardware for Edge AI Scope and Segment
Embedded Hardware for Edge AI market is segmented by Type and by Application. Players, stakeholders, and other participants in the global Embedded Hardware for Edge AI market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on production capacity, revenue and forecast by Type and by Application for the period 2017-2028.
Segment by Type
GPU
VPU
FPGA
ASIC
Segment by Application
Healthcare
Entertainment
Smart Factories
Smart AI Vision
Smart Energy
Other
By Company
AMD (Xilinx)
Intel (Altera)
Microchip (Microsemi)
Lattice
Achronix Semiconductor
NVIDIA
Advantech
Intel
Infineon Technologies
OmniVision Technologies
Production by Region
North America
Europe
China
Japan
South Korea
Consumption by Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
India
Australia
China Taiwan
Indonesia
Thailand
Malaysia
Latin America
Mexico
Brazil
Argentina
Colombia
Middle East & Africa
Turkey
Saudi Arabia
UAE

レポート目次

1 Study Coverage
1.1 Embedded Hardware for Edge AI Product Introduction
1.2 Market by Type
1.2.1 Global Embedded Hardware for Edge AI Market Size by Type, 2017 VS 2021 VS 2028
1.2.2 GPU
1.2.3 VPU
1.2.4 FPGA
1.2.5 ASIC
1.3 Market by Application
1.3.1 Global Embedded Hardware for Edge AI Market Size by Application, 2017 VS 2021 VS 2028
1.3.2 Healthcare
1.3.3 Entertainment
1.3.4 Smart Factories
1.3.5 Smart AI Vision
1.3.6 Smart Energy
1.3.7 Other
1.4 Study Objectives
1.5 Years Considered
2 Global Embedded Hardware for Edge AI Production
2.1 Global Embedded Hardware for Edge AI Production Capacity (2017-2028)
2.2 Global Embedded Hardware for Edge AI Production by Region: 2017 VS 2021 VS 2028
2.3 Global Embedded Hardware for Edge AI Production by Region
2.3.1 Global Embedded Hardware for Edge AI Historic Production by Region (2017-2022)
2.3.2 Global Embedded Hardware for Edge AI Forecasted Production by Region (2023-2028)
2.4 North America
2.5 Europe
2.6 China
2.7 Japan
2.8 South Korea
3 Global Embedded Hardware for Edge AI Sales in Volume & Value Estimates and Forecasts
3.1 Global Embedded Hardware for Edge AI Sales Estimates and Forecasts 2017-2028
3.2 Global Embedded Hardware for Edge AI Revenue Estimates and Forecasts 2017-2028
3.3 Global Embedded Hardware for Edge AI Revenue by Region: 2017 VS 2021 VS 2028
3.4 Global Embedded Hardware for Edge AI Sales by Region
3.4.1 Global Embedded Hardware for Edge AI Sales by Region (2017-2022)
3.4.2 Global Sales Embedded Hardware for Edge AI by Region (2023-2028)
3.5 Global Embedded Hardware for Edge AI Revenue by Region
3.5.1 Global Embedded Hardware for Edge AI Revenue by Region (2017-2022)
3.5.2 Global Embedded Hardware for Edge AI Revenue by Region (2023-2028)
3.6 North America
3.7 Europe
3.8 Asia-Pacific
3.9 Latin America
3.10 Middle East & Africa
4 Competition by Manufactures
4.1 Global Embedded Hardware for Edge AI Production Capacity by Manufacturers
4.2 Global Embedded Hardware for Edge AI Sales by Manufacturers
4.2.1 Global Embedded Hardware for Edge AI Sales by Manufacturers (2017-2022)
4.2.2 Global Embedded Hardware for Edge AI Sales Market Share by Manufacturers (2017-2022)
4.2.3 Global Top 10 and Top 5 Largest Manufacturers of Embedded Hardware for Edge AI in 2021
4.3 Global Embedded Hardware for Edge AI Revenue by Manufacturers
4.3.1 Global Embedded Hardware for Edge AI Revenue by Manufacturers (2017-2022)
4.3.2 Global Embedded Hardware for Edge AI Revenue Market Share by Manufacturers (2017-2022)
4.3.3 Global Top 10 and Top 5 Companies by Embedded Hardware for Edge AI Revenue in 2021
4.4 Global Embedded Hardware for Edge AI Sales Price by Manufacturers
4.5 Analysis of Competitive Landscape
4.5.1 Manufacturers Market Concentration Ratio (CR5 and HHI)
4.5.2 Global Embedded Hardware for Edge AI Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.5.3 Global Embedded Hardware for Edge AI Manufacturers Geographical Distribution
4.6 Mergers & Acquisitions, Expansion Plans
5 Market Size by Type
5.1 Global Embedded Hardware for Edge AI Sales by Type
5.1.1 Global Embedded Hardware for Edge AI Historical Sales by Type (2017-2022)
5.1.2 Global Embedded Hardware for Edge AI Forecasted Sales by Type (2023-2028)
5.1.3 Global Embedded Hardware for Edge AI Sales Market Share by Type (2017-2028)
5.2 Global Embedded Hardware for Edge AI Revenue by Type
5.2.1 Global Embedded Hardware for Edge AI Historical Revenue by Type (2017-2022)
5.2.2 Global Embedded Hardware for Edge AI Forecasted Revenue by Type (2023-2028)
5.2.3 Global Embedded Hardware for Edge AI Revenue Market Share by Type (2017-2028)
5.3 Global Embedded Hardware for Edge AI Price by Type
5.3.1 Global Embedded Hardware for Edge AI Price by Type (2017-2022)
5.3.2 Global Embedded Hardware for Edge AI Price Forecast by Type (2023-2028)
6 Market Size by Application
6.1 Global Embedded Hardware for Edge AI Sales by Application
6.1.1 Global Embedded Hardware for Edge AI Historical Sales by Application (2017-2022)
6.1.2 Global Embedded Hardware for Edge AI Forecasted Sales by Application (2023-2028)
6.1.3 Global Embedded Hardware for Edge AI Sales Market Share by Application (2017-2028)
6.2 Global Embedded Hardware for Edge AI Revenue by Application
6.2.1 Global Embedded Hardware for Edge AI Historical Revenue by Application (2017-2022)
6.2.2 Global Embedded Hardware for Edge AI Forecasted Revenue by Application (2023-2028)
6.2.3 Global Embedded Hardware for Edge AI Revenue Market Share by Application (2017-2028)
6.3 Global Embedded Hardware for Edge AI Price by Application
6.3.1 Global Embedded Hardware for Edge AI Price by Application (2017-2022)
6.3.2 Global Embedded Hardware for Edge AI Price Forecast by Application (2023-2028)
7 North America
7.1 North America Embedded Hardware for Edge AI Market Size by Type
7.1.1 North America Embedded Hardware for Edge AI Sales by Type (2017-2028)
7.1.2 North America Embedded Hardware for Edge AI Revenue by Type (2017-2028)
7.2 North America Embedded Hardware for Edge AI Market Size by Application
7.2.1 North America Embedded Hardware for Edge AI Sales by Application (2017-2028)
7.2.2 North America Embedded Hardware for Edge AI Revenue by Application (2017-2028)
7.3 North America Embedded Hardware for Edge AI Sales by Country
7.3.1 North America Embedded Hardware for Edge AI Sales by Country (2017-2028)
7.3.2 North America Embedded Hardware for Edge AI Revenue by Country (2017-2028)
7.3.3 United States
7.3.4 Canada
8 Europe
8.1 Europe Embedded Hardware for Edge AI Market Size by Type
8.1.1 Europe Embedded Hardware for Edge AI Sales by Type (2017-2028)
8.1.2 Europe Embedded Hardware for Edge AI Revenue by Type (2017-2028)
8.2 Europe Embedded Hardware for Edge AI Market Size by Application
8.2.1 Europe Embedded Hardware for Edge AI Sales by Application (2017-2028)
8.2.2 Europe Embedded Hardware for Edge AI Revenue by Application (2017-2028)
8.3 Europe Embedded Hardware for Edge AI Sales by Country
8.3.1 Europe Embedded Hardware for Edge AI Sales by Country (2017-2028)
8.3.2 Europe Embedded Hardware for Edge AI Revenue by Country (2017-2028)
8.3.3 Germany
8.3.4 France
8.3.5 U.K.
8.3.6 Italy
8.3.7 Russia
9 Asia Pacific
9.1 Asia Pacific Embedded Hardware for Edge AI Market Size by Type
9.1.1 Asia Pacific Embedded Hardware for Edge AI Sales by Type (2017-2028)
9.1.2 Asia Pacific Embedded Hardware for Edge AI Revenue by Type (2017-2028)
9.2 Asia Pacific Embedded Hardware for Edge AI Market Size by Application
9.2.1 Asia Pacific Embedded Hardware for Edge AI Sales by Application (2017-2028)
9.2.2 Asia Pacific Embedded Hardware for Edge AI Revenue by Application (2017-2028)
9.3 Asia Pacific Embedded Hardware for Edge AI Sales by Region
9.3.1 Asia Pacific Embedded Hardware for Edge AI Sales by Region (2017-2028)
9.3.2 Asia Pacific Embedded Hardware for Edge AI Revenue by Region (2017-2028)
9.3.3 China
9.3.4 Japan
9.3.5 South Korea
9.3.6 India
9.3.7 Australia
9.3.8 China Taiwan
9.3.9 Indonesia
9.3.10 Thailand
9.3.11 Malaysia
10 Latin America
10.1 Latin America Embedded Hardware for Edge AI Market Size by Type
10.1.1 Latin America Embedded Hardware for Edge AI Sales by Type (2017-2028)
10.1.2 Latin America Embedded Hardware for Edge AI Revenue by Type (2017-2028)
10.2 Latin America Embedded Hardware for Edge AI Market Size by Application
10.2.1 Latin America Embedded Hardware for Edge AI Sales by Application (2017-2028)
10.2.2 Latin America Embedded Hardware for Edge AI Revenue by Application (2017-2028)
10.3 Latin America Embedded Hardware for Edge AI Sales by Country
10.3.1 Latin America Embedded Hardware for Edge AI Sales by Country (2017-2028)
10.3.2 Latin America Embedded Hardware for Edge AI Revenue by Country (2017-2028)
10.3.3 Mexico
10.3.4 Brazil
10.3.5 Argentina
10.3.6 Colombia
11 Middle East and Africa
11.1 Middle East and Africa Embedded Hardware for Edge AI Market Size by Type
11.1.1 Middle East and Africa Embedded Hardware for Edge AI Sales by Type (2017-2028)
11.1.2 Middle East and Africa Embedded Hardware for Edge AI Revenue by Type (2017-2028)
11.2 Middle East and Africa Embedded Hardware for Edge AI Market Size by Application
11.2.1 Middle East and Africa Embedded Hardware for Edge AI Sales by Application (2017-2028)
11.2.2 Middle East and Africa Embedded Hardware for Edge AI Revenue by Application (2017-2028)
11.3 Middle East and Africa Embedded Hardware for Edge AI Sales by Country
11.3.1 Middle East and Africa Embedded Hardware for Edge AI Sales by Country (2017-2028)
11.3.2 Middle East and Africa Embedded Hardware for Edge AI Revenue by Country (2017-2028)
11.3.3 Turkey
11.3.4 Saudi Arabia
11.3.5 UAE
12 Corporate Profiles
12.1 AMD (Xilinx)
12.1.1 AMD (Xilinx) Corporation Information
12.1.2 AMD (Xilinx) Overview
12.1.3 AMD (Xilinx) Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.1.4 AMD (Xilinx) Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.1.5 AMD (Xilinx) Recent Developments
12.2 Intel (Altera)
12.2.1 Intel (Altera) Corporation Information
12.2.2 Intel (Altera) Overview
12.2.3 Intel (Altera) Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.2.4 Intel (Altera) Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.2.5 Intel (Altera) Recent Developments
12.3 Microchip (Microsemi)
12.3.1 Microchip (Microsemi) Corporation Information
12.3.2 Microchip (Microsemi) Overview
12.3.3 Microchip (Microsemi) Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.3.4 Microchip (Microsemi) Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.3.5 Microchip (Microsemi) Recent Developments
12.4 Lattice
12.4.1 Lattice Corporation Information
12.4.2 Lattice Overview
12.4.3 Lattice Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.4.4 Lattice Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.4.5 Lattice Recent Developments
12.5 Achronix Semiconductor
12.5.1 Achronix Semiconductor Corporation Information
12.5.2 Achronix Semiconductor Overview
12.5.3 Achronix Semiconductor Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.5.4 Achronix Semiconductor Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.5.5 Achronix Semiconductor Recent Developments
12.6 NVIDIA
12.6.1 NVIDIA Corporation Information
12.6.2 NVIDIA Overview
12.6.3 NVIDIA Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.6.4 NVIDIA Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.6.5 NVIDIA Recent Developments
12.7 Advantech
12.7.1 Advantech Corporation Information
12.7.2 Advantech Overview
12.7.3 Advantech Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.7.4 Advantech Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.7.5 Advantech Recent Developments
12.8 Intel
12.8.1 Intel Corporation Information
12.8.2 Intel Overview
12.8.3 Intel Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.8.4 Intel Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.8.5 Intel Recent Developments
12.9 Infineon Technologies
12.9.1 Infineon Technologies Corporation Information
12.9.2 Infineon Technologies Overview
12.9.3 Infineon Technologies Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.9.4 Infineon Technologies Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.9.5 Infineon Technologies Recent Developments
12.10 OmniVision Technologies
12.10.1 OmniVision Technologies Corporation Information
12.10.2 OmniVision Technologies Overview
12.10.3 OmniVision Technologies Embedded Hardware for Edge AI Sales, Price, Revenue and Gross Margin (2017-2022)
12.10.4 OmniVision Technologies Embedded Hardware for Edge AI Product Model Numbers, Pictures, Descriptions and Specifications
12.10.5 OmniVision Technologies Recent Developments
13 Industry Chain and Sales Channels Analysis
13.1 Embedded Hardware for Edge AI Industry Chain Analysis
13.2 Embedded Hardware for Edge AI Key Raw Materials
13.2.1 Key Raw Materials
13.2.2 Raw Materials Key Suppliers
13.3 Embedded Hardware for Edge AI Production Mode & Process
13.4 Embedded Hardware for Edge AI Sales and Marketing
13.4.1 Embedded Hardware for Edge AI Sales Channels
13.4.2 Embedded Hardware for Edge AI Distributors
13.5 Embedded Hardware for Edge AI Customers
14 Market Drivers, Opportunities, Challenges and Risks Factors Analysis
14.1 Embedded Hardware for Edge AI Industry Trends
14.2 Embedded Hardware for Edge AI Market Drivers
14.3 Embedded Hardware for Edge AI Market Challenges
14.4 Embedded Hardware for Edge AI Market Restraints
15 Key Finding in The Global Embedded Hardware for Edge AI Study
16 Appendix
16.1 Research Methodology
16.1.1 Methodology/Research Approach
16.1.2 Data Source
16.2 Author Details
16.3 Disclaimer