Edge AI hardware are the varied devices and equipment’s that are wont to power and process the varied AI based robots and devices. These hardware products inclusive of processors, sensors, cameras, etc. are wont to integrate and improve the processing of those AI devices by processing the info within the device itself without the requirement for cloud systems or cloud computing. Increase in demand for faster and efficient edge hardware devices that requirement lower time interval in AI applications; this factor is predicted to act as a driver for the market progress.
The edge AI hardware market is expected to be around 1550 Million units by 2025, at a CAGR of 20.5% during the forecast period.
Nevertheless, lack of on-device training is that the major challenge for the manufacturers which is restraining the expansion of the market. However, the shortage of coaching or skills for the operations of devices and equipment integration in various aI devices is impacting negatively on the growth of this market within the current market scenario.
Global Edge AI Hardware market is segmented based on the Devices as, Smartphones, Cameras, Robots, Automobile, Smart Speakers, Wearables, and Smart Mirror. On the basis of Processors, the global Edge AI Hardware market is segregated as CPU, GPU, ASIC and Others. Global Edge AI Hardware market is segmented based on the Power Consumption as, Less than 1 W, 1–3 W, 3–5 W, 5–10 W and More than 10 W. On the basis of Process, the global Edge AI Hardware market is segregated as Training and Inference. On the basis of End User Industry, the global Edge AI Hardware market is segregated as Consumer electronics, Smart home, Automotive and transportation, Government, Healthcare, Industrial, Aerospace & Defence, Construction and Others.
Global Edge AI Hardware market report covers various regions including North America, Europe, Asia Pacific, and Rest of World. The regional Edge AI Hardware market is further bifurcated for major countries including U.S., Canada, Germany, UK, France, Italy, China, India, Japan, Brazil, South Africa and others.
Research Methodology:
To calculate the market size, the report considers the revenue generated from the sales of Edge AI Hardware market manufacturers. The revenue generated from the sales of Edge AI Hardware manufacturer has been calculated through primary and secondary research.
The market size estimation also considered leading players revenues as part of triangulation The key players considered 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) Availability Process among others operating in the Edge AI Hardware market across the globe identified through secondary research and a corresponding detailed analysis of the top vendors in the market. The market size calculation also includes types of segmentation determined using secondary sources and verified through primary sources.
The Edge AI Hardware Market has been segmented as below:
Edge AI Hardware Market, By Devices
Edge AI Hardware Market, By Processors
Edge AI Hardware Market, By Power Consumption
Edge AI Hardware Market, By Process
Edge AI Hardware Market, By End-User Industry
Edge AI Hardware Market, By Region
Report scope:
The global Edge AI Hardware market report covers detailed study with the underlying influencing factors for the variations in the industry growth trends. The report scope includes market analysis on regional as well as country level.
Reasons to Buy this Report:
1. Introduction
1.1. Key Points
1.2. Report Description
1.3. Markets Covered
1.4. Stakeholders
2. Research Methodology
2.1. Research Scope
2.2. Market Research Process
2.3. Research Data Analysis
2.3.1. Secondary Research
2.3.2. Primary Research
2.3.3. Models for Estimation
2.4. Market Size Estimation
2.4.1. Bottom-Up Approach
2.4.2. Top-Down Approach
3. Executive Summary
4. Edge AI Hardware Market, By Processors
4.1. Key Points
4.2. CPU
4.2.1. Market Overview
4.2.2. Market Size & Forecast
4.3. GPU
4.3.1. Market Overview
4.3.2. Market Size & Forecast
4.4. ASIC
4.4.1. Market Overview
4.4.2. Market Size & Forecast
4.5. Others
4.5.1. Market Overview
4.5.2. Market Size & Forecast
5. Edge AI Hardware Market, By Power Consumption
5.1. Key Points
5.2. Less than 1 W
5.2.1. Market Overview
5.2.2. Market Size & Forecast
5.3. 1–3 W
5.3.1. Market Overview
5.3.2. Market Size & Forecast
5.4. 3–5 W
5.4.1. Market Overview
5.4.2. Market Size & Forecast
5.5. 5–10 W
5.5.1. Market Overview
5.5.2. Market Size & Forecast
5.6. More than 10 W
5.6.1. Market Overview
5.6.2. Market Size & Forecast
6. Edge AI Hardware Market, By Process
1.1. Key Points
6.1. Training
6.1.1. Market Overview
6.1.2. Market Size & Forecast
6.2. Inference
6.2.1. Market Overview
6.2.2. Market Size & Forecast
7. Edge AI Hardware Market, By End-User Industry
1.2. Key Points
7.1. Consumer electronics
7.1.1. Market Overview
7.1.2. Market Size & Forecast
7.2. Smart home
7.2.1. Market Overview
7.2.2. Market Size & Forecast
7.3. Automotive and transportation
7.3.1. Market Overview
7.3.2. Market Size & Forecast
7.4. Government
7.4.1. Market Overview
7.4.2. Market Size & Forecast
7.5. Healthcare
7.5.1. Market Overview
7.5.2. Market Size & Forecast
7.6. Industrial
7.6.1. Market Overview
7.6.2. Market Size & Forecast
7.7. Aerospace & Defence
7.7.1. Market Overview
7.7.2. Market Size & Forecast
7.8. Construction
7.8.1. Market Overview
7.8.2. Market Size & Forecast
7.9. Others
7.9.1. Market Overview
7.9.2. Market Size & Forecast
8. Edge AI Hardware Market, By Devices
1.3. Key Points
8.1. Smartphones
8.1.1. Market Overview
8.1.2. Market Size & Forecast
8.2. Cameras
8.2.1. Market Overview
8.2.2. Market Size & Forecast
8.3. Robots
8.3.1. Market Overview
8.3.2. Market Size & Forecast
8.4. Wearables
8.4.1. Market Overview
8.4.2. Market Size & Forecast
8.5. Smart speakers
8.5.1. Market Overview
8.5.2. Market Size & Forecast
8.6. Automotive
8.6.1. Market Overview
8.6.2. Market Size & Forecast
8.7. Smart mirror
8.7.1. Market Overview
8.7.2. Market Size & Forecast
9. Edge AI Hardware Market, By Region
9.1. North America
9.1.1. North America Edge AI Hardware Market, By Power Consumption
9.1.2. North America Edge AI Hardware Market, By Process
9.1.3. North America Edge AI Hardware Market, By Processors
9.1.4. North America Edge AI Hardware Market, By Devices
9.1.5. North America Edge AI Hardware Market, By End-User Industry
9.1.6. By Country
9.1.6.1. U.S
9.1.6.2. Canada
9.1.6.3. Mexico
9.2. Europe
9.2.1. Europe Edge AI Hardware Market, By Power Consumption
9.2.2. Europe Edge AI Hardware Market, By Processors
9.2.3. Europe Edge AI Hardware Market, By Process
9.2.4. Europe Edge AI Hardware Market, By Devices
9.2.5. Europe Edge AI Hardware Market, By End-User Industry
9.2.6. By Country
9.2.6.1. U.K
9.2.6.2. Germany
9.2.6.3. Italy
9.2.6.4. France
9.2.6.5. Rest of Europe
9.3. Asia Pacific
9.3.1. Asia Pacific Edge AI Hardware Market, By Power Consumption
9.3.2. Asia Pacific Edge AI Hardware Market, By Process
9.3.3. Asia Pacific Edge AI Hardware Market, By Processors
9.3.4. Asia Pacific Edge AI Hardware Market, By Devices
9.3.5. Asia Pacific Edge AI Hardware Market, By End-User Industry
9.3.6. By Country
9.3.6.1. China
9.3.6.2. Australia
9.3.6.3. Japan
9.3.6.4. South Korea
9.3.6.5. India
9.3.6.6. Rest of Asia Pacific
9.4. Rest of World
9.4.1. Rest of World Edge AI Hardware Market, By Power Consumption
9.4.2. Rest of World Edge AI Hardware Market, By Process
9.4.3. Rest of World Edge AI Hardware Market, By Processors
9.4.4. Rest of World Edge AI Hardware Market, By Devices
9.4.5. Rest of World Edge AI Hardware Market, By End-User Industry
The Edge AI Hardware Market has been segmented as below:
Edge AI Hardware Market, By Devices
Edge AI Hardware Market, By Processors
Edge AI Hardware Market, By Power Consumption
Edge AI Hardware Market, By Process
Edge AI Hardware Market, By End-User Industry
Edge AI Hardware Market, By Region
