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Global AI ​​facial Recognition Terminal Market Research Report 2025
Published Date: October 2025
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Report Code: QYRE-Auto-39L19839
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Global AI facial Recognition Terminal Market Research Report 2025
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Global AI ​​facial Recognition Terminal Market Research Report 2025

Code: QYRE-Auto-39L19839
Report
October 2025
Pages:112
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

AI ​​facial Recognition Terminal Market Size

The global market for AI ​​facial Recognition Terminal was valued at US$ 1356 million in the year 2024 and is projected to reach a revised size of US$ 4774 million by 2031, growing at a CAGR of 19.7% during the forecast period.

AI ​​facial Recognition Terminal Market

AI ​​facial Recognition Terminal Market

The 2025 U.S. tariff policies introduce profound uncertainty into the global economic landscape. This report critically examines the implications of recent tariff adjustments and international strategic countermeasures on AI ​​facial Recognition Terminal competitive dynamics, regional economic interdependencies, and supply chain reconfigurations.
In 2024, global AI ​​facial Recognition Terminal production reached approximately 5.42 million units, with an average global market price of around US$ 250 per unit. AI ​​facial recognition terminals are intelligent devices that integrate artificial intelligence technology. They collect facial images through cameras and use deep learning algorithms to analyze and compare facial features, thereby realizing identity authentication, access control, payment authentication and other functions. These terminals have high-precision facial recognition capabilities and can accurately identify targets under various lighting, angles, distances and environmental conditions. They are widely used in security, smart homes, financial payments, corporate attendance and other fields. AI ​​facial recognition terminals not only improve the security and convenience of traditional identity authentication methods, but also support intelligent management. They can be connected to cloud platforms or local systems to realize remote monitoring, data storage and management and other functions.
The upstream supply chain for AI facial recognition terminals primarily includes suppliers of camera modules, sensors, chips, memory, and algorithm software. Representative domestic companies include Cambricon and Huawei Kirin, while international companies include Sony (image sensors), Intel (chips), NVIDIA (AI chips), and STMicroelectronics (sensors). Downstream application industries encompass smart security, financial payments, transportation, education, and smart access control, with domestic companies like Alibaba and iFlytek, and international companies like Amazon, Microsoft, Visa, and Johnson Controls. This collaborative development is driving the rapid adoption and technological advancement of AI facial recognition terminals across various industries.The annual production capacity of a single AI facial recognition terminal line is approximately 5,000 units, with a profit margin of approximately 20%-40%.
The AI ​​facial recognition terminal market is experiencing rapid expansion, driven primarily by demand from diverse scenarios, including smart city development, digital financial payments, intelligent transportation, and digital upgrades for enterprise campuses and public security. With the continuous optimization of deep learning algorithms and improvements in edge computing and AI chip performance, terminal devices are significantly enhancing recognition accuracy, response speed, and anti-interference capabilities. This makes systems more reliable and efficient in applications such as attendance, access control, security, identity authentication, and contactless payment. The market offers a multi-tiered offering, ranging from entry-level basic attendance and access control devices to mid-range and high-end terminals with integrated temperature detection, liveness detection, and cloud management capabilities, catering to diverse scenarios. Furthermore, with growing overseas market demand and the expansion of cross-industry applications, manufacturers are continuously innovating in technology R&D, system integration, and service models to enhance their competitiveness. However, the industry also faces challenges such as increasingly stringent privacy and data security regulations, inconsistent standards, system compatibility and interoperability issues, and intensified market price competition. These challenges place higher demands on companies' R&D capabilities, regulatory compliance, and brand reputation. Overall, the AI ​​facial recognition terminal market has rapid technological iterations and continuously expanding application scenarios, and it still has great growth potential and market space in the future. However, companies need to continue investing in innovation, compliance, and services to maintain their competitive advantage.

Report Scope

This report aims to provide a comprehensive presentation of the global market for AI ​​facial Recognition Terminal, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI ​​facial Recognition Terminal.
The AI ​​facial Recognition Terminal market size, estimations, and forecasts are provided in terms of output/shipments (K Units) and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global AI ​​facial Recognition Terminal market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the AI ​​facial Recognition Terminal manufacturers, new entrants, and industry chain related companies in this market with information on the revenues, production, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.

Scope of AI ​​facial Recognition Terminal Market Report

Report Metric Details
Report Name AI ​​facial Recognition Terminal Market
Accounted market size in year US$ 1356 million
Forecasted market size in 2031 US$ 4774 million
CAGR 19.7%
Base Year year
Forecasted years 2025 - 2031
Segment by Type
  • Handheld
  • Vertical
  • Desktop
  • Others
Segment by Application
  • Residential
  • Office Building
  • School
  • Hospital
  • Others
Production by Region
  • North America
  • Europe
  • China
  • Japan
Consumption by Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia)
  • Asia-Pacific (China, Japan, South Korea, Taiwan)
  • Southeast Asia (India)
  • Latin America (Mexico, Brazil)
By Company Aratek, Suprema, Wama Technology, Remsdaq, Swedish Access Solutions, IDEMIA, NUVEQ, Timyteco Biometric, DAS Intellitech, Zeno Technology, Zhongkong Intelligent Technology, Raying Technology, Xunwei Information Technology, Anviz, Hikvision, Kedacom, Dexadv, Zhengyuan Zhihui, Longjie Technology
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by region, by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Detailed analysis of AI ​​facial Recognition Terminal manufacturers competitive landscape, price, production and value market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 3: Production/output, value of AI ​​facial Recognition Terminal by region/country. It provides a quantitative analysis of the market size and development potential of each region in the next six years.
  • Chapter 4: Consumption of AI ​​facial Recognition Terminal in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and production of each country in the world.
  • Chapter 5: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 6: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product production/output, value, price, gross margin, product introduction, recent development, etc.
  • Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
  • Chapter 9: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
  • Chapter 10: The main points and conclusions of the report.

FAQ for this report

How fast is AI ​​facial Recognition Terminal Market growing?

Ans: The AI ​​facial Recognition Terminal Market witnessing a CAGR of 19.7% during the forecast period 2025-2031.

What is the AI ​​facial Recognition Terminal Market size in 2031?

Ans: The AI ​​facial Recognition Terminal Market size in 2031 will be US$ 4774 million.

Who are the main players in the AI ​​facial Recognition Terminal Market report?

Ans: The main players in the AI ​​facial Recognition Terminal Market are Aratek, Suprema, Wama Technology, Remsdaq, Swedish Access Solutions, IDEMIA, NUVEQ, Timyteco Biometric, DAS Intellitech, Zeno Technology, Zhongkong Intelligent Technology, Raying Technology, Xunwei Information Technology, Anviz, Hikvision, Kedacom, Dexadv, Zhengyuan Zhihui, Longjie Technology

What are the Application segmentation covered in the AI ​​facial Recognition Terminal Market report?

Ans: The Applications covered in the AI ​​facial Recognition Terminal Market report are Residential, Office Building, School, Hospital, Others

What are the Type segmentation covered in the AI ​​facial Recognition Terminal Market report?

Ans: The Types covered in the AI ​​facial Recognition Terminal Market report are Handheld, Vertical, Desktop, Others

1 AI ​​facial Recognition Terminal Market Overview
1.1 Product Definition
1.2 AI ​​facial Recognition Terminal by Type
1.2.1 Global AI ​​facial Recognition Terminal Market Value Growth Rate Analysis by Type: 2024 VS 2031
1.2.2 Handheld
1.2.3 Vertical
1.2.4 Desktop
1.2.5 Others
1.3 AI ​​facial Recognition Terminal by Application
1.3.1 Global AI ​​facial Recognition Terminal Market Value Growth Rate Analysis by Application: 2024 VS 2031
1.3.2 Residential
1.3.3 Office Building
1.3.4 School
1.3.5 Hospital
1.3.6 Others
1.4 Global Market Growth Prospects
1.4.1 Global AI ​​facial Recognition Terminal Production Value Estimates and Forecasts (2020-2031)
1.4.2 Global AI ​​facial Recognition Terminal Production Capacity Estimates and Forecasts (2020-2031)
1.4.3 Global AI ​​facial Recognition Terminal Production Estimates and Forecasts (2020-2031)
1.4.4 Global AI ​​facial Recognition Terminal Market Average Price Estimates and Forecasts (2020-2031)
1.5 Assumptions and Limitations
2 Market Competition by Manufacturers
2.1 Global AI ​​facial Recognition Terminal Production Market Share by Manufacturers (2020-2025)
2.2 Global AI ​​facial Recognition Terminal Production Value Market Share by Manufacturers (2020-2025)
2.3 Global Key Players of AI ​​facial Recognition Terminal, Industry Ranking, 2023 VS 2024
2.4 Global AI ​​facial Recognition Terminal Company Type and Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
2.5 Global AI ​​facial Recognition Terminal Average Price by Manufacturers (2020-2025)
2.6 Global Key Manufacturers of AI ​​facial Recognition Terminal, Manufacturing Base Distribution and Headquarters
2.7 Global Key Manufacturers of AI ​​facial Recognition Terminal, Product Offered and Application
2.8 Global Key Manufacturers of AI ​​facial Recognition Terminal, Date of Enter into This Industry
2.9 AI ​​facial Recognition Terminal Market Competitive Situation and Trends
2.9.1 AI ​​facial Recognition Terminal Market Concentration Rate
2.9.2 Global 5 and 10 Largest AI ​​facial Recognition Terminal Players Market Share by Revenue
2.10 Mergers & Acquisitions, Expansion
3 AI ​​facial Recognition Terminal Production by Region
3.1 Global AI ​​facial Recognition Terminal Production Value Estimates and Forecasts by Region: 2020 VS 2024 VS 2031
3.2 Global AI ​​facial Recognition Terminal Production Value by Region (2020-2031)
3.2.1 Global AI ​​facial Recognition Terminal Production Value by Region (2020-2025)
3.2.2 Global Forecasted Production Value of AI ​​facial Recognition Terminal by Region (2026-2031)
3.3 Global AI ​​facial Recognition Terminal Production Estimates and Forecasts by Region: 2020 VS 2024 VS 2031
3.4 Global AI ​​facial Recognition Terminal Production Volume by Region (2020-2031)
3.4.1 Global AI ​​facial Recognition Terminal Production by Region (2020-2025)
3.4.2 Global Forecasted Production of AI ​​facial Recognition Terminal by Region (2026-2031)
3.5 Global AI ​​facial Recognition Terminal Market Price Analysis by Region (2020-2025)
3.6 Global AI ​​facial Recognition Terminal Production and Value, Year-over-Year Growth
3.6.1 North America AI ​​facial Recognition Terminal Production Value Estimates and Forecasts (2020-2031)
3.6.2 Europe AI ​​facial Recognition Terminal Production Value Estimates and Forecasts (2020-2031)
3.6.3 China AI ​​facial Recognition Terminal Production Value Estimates and Forecasts (2020-2031)
3.6.4 Japan AI ​​facial Recognition Terminal Production Value Estimates and Forecasts (2020-2031)
4 AI ​​facial Recognition Terminal Consumption by Region
4.1 Global AI ​​facial Recognition Terminal Consumption Estimates and Forecasts by Region: 2020 VS 2024 VS 2031
4.2 Global AI ​​facial Recognition Terminal Consumption by Region (2020-2031)
4.2.1 Global AI ​​facial Recognition Terminal Consumption by Region (2020-2025)
4.2.2 Global AI ​​facial Recognition Terminal Forecasted Consumption by Region (2026-2031)
4.3 North America
4.3.1 North America AI ​​facial Recognition Terminal Consumption Growth Rate by Country: 2020 VS 2024 VS 2031
4.3.2 North America AI ​​facial Recognition Terminal Consumption by Country (2020-2031)
4.3.3 U.S.
4.3.4 Canada
4.4 Europe
4.4.1 Europe AI ​​facial Recognition Terminal Consumption Growth Rate by Country: 2020 VS 2024 VS 2031
4.4.2 Europe AI ​​facial Recognition Terminal Consumption by Country (2020-2031)
4.4.3 Germany
4.4.4 France
4.4.5 U.K.
4.4.6 Italy
4.4.7 Netherlands
4.5 Asia Pacific
4.5.1 Asia Pacific AI ​​facial Recognition Terminal Consumption Growth Rate by Region: 2020 VS 2024 VS 2031
4.5.2 Asia Pacific AI ​​facial Recognition Terminal Consumption by Region (2020-2031)
4.5.3 China
4.5.4 Japan
4.5.5 South Korea
4.5.6 China Taiwan
4.5.7 Southeast Asia
4.5.8 India
4.6 Latin America, Middle East & Africa
4.6.1 Latin America, Middle East & Africa AI ​​facial Recognition Terminal Consumption Growth Rate by Country: 2020 VS 2024 VS 2031
4.6.2 Latin America, Middle East & Africa AI ​​facial Recognition Terminal Consumption by Country (2020-2031)
4.6.3 Mexico
4.6.4 Brazil
4.6.5 Turkey
4.6.6 GCC Countries
5 Segment by Type
5.1 Global AI ​​facial Recognition Terminal Production by Type (2020-2031)
5.1.1 Global AI ​​facial Recognition Terminal Production by Type (2020-2025)
5.1.2 Global AI ​​facial Recognition Terminal Production by Type (2026-2031)
5.1.3 Global AI ​​facial Recognition Terminal Production Market Share by Type (2020-2031)
5.2 Global AI ​​facial Recognition Terminal Production Value by Type (2020-2031)
5.2.1 Global AI ​​facial Recognition Terminal Production Value by Type (2020-2025)
5.2.2 Global AI ​​facial Recognition Terminal Production Value by Type (2026-2031)
5.2.3 Global AI ​​facial Recognition Terminal Production Value Market Share by Type (2020-2031)
5.3 Global AI ​​facial Recognition Terminal Price by Type (2020-2031)
6 Segment by Application
6.1 Global AI ​​facial Recognition Terminal Production by Application (2020-2031)
6.1.1 Global AI ​​facial Recognition Terminal Production by Application (2020-2025)
6.1.2 Global AI ​​facial Recognition Terminal Production by Application (2026-2031)
6.1.3 Global AI ​​facial Recognition Terminal Production Market Share by Application (2020-2031)
6.2 Global AI ​​facial Recognition Terminal Production Value by Application (2020-2031)
6.2.1 Global AI ​​facial Recognition Terminal Production Value by Application (2020-2025)
6.2.2 Global AI ​​facial Recognition Terminal Production Value by Application (2026-2031)
6.2.3 Global AI ​​facial Recognition Terminal Production Value Market Share by Application (2020-2031)
6.3 Global AI ​​facial Recognition Terminal Price by Application (2020-2031)
7 Key Companies Profiled
7.1 Aratek
7.1.1 Aratek AI ​​facial Recognition Terminal Company Information
7.1.2 Aratek AI ​​facial Recognition Terminal Product Portfolio
7.1.3 Aratek AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.1.4 Aratek Main Business and Markets Served
7.1.5 Aratek Recent Developments/Updates
7.2 Suprema
7.2.1 Suprema AI ​​facial Recognition Terminal Company Information
7.2.2 Suprema AI ​​facial Recognition Terminal Product Portfolio
7.2.3 Suprema AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.2.4 Suprema Main Business and Markets Served
7.2.5 Suprema Recent Developments/Updates
7.3 Wama Technology
7.3.1 Wama Technology AI ​​facial Recognition Terminal Company Information
7.3.2 Wama Technology AI ​​facial Recognition Terminal Product Portfolio
7.3.3 Wama Technology AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.3.4 Wama Technology Main Business and Markets Served
7.3.5 Wama Technology Recent Developments/Updates
7.4 Remsdaq
7.4.1 Remsdaq AI ​​facial Recognition Terminal Company Information
7.4.2 Remsdaq AI ​​facial Recognition Terminal Product Portfolio
7.4.3 Remsdaq AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.4.4 Remsdaq Main Business and Markets Served
7.4.5 Remsdaq Recent Developments/Updates
7.5 Swedish Access Solutions
7.5.1 Swedish Access Solutions AI ​​facial Recognition Terminal Company Information
7.5.2 Swedish Access Solutions AI ​​facial Recognition Terminal Product Portfolio
7.5.3 Swedish Access Solutions AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.5.4 Swedish Access Solutions Main Business and Markets Served
7.5.5 Swedish Access Solutions Recent Developments/Updates
7.6 IDEMIA
7.6.1 IDEMIA AI ​​facial Recognition Terminal Company Information
7.6.2 IDEMIA AI ​​facial Recognition Terminal Product Portfolio
7.6.3 IDEMIA AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.6.4 IDEMIA Main Business and Markets Served
7.6.5 IDEMIA Recent Developments/Updates
7.7 NUVEQ
7.7.1 NUVEQ AI ​​facial Recognition Terminal Company Information
7.7.2 NUVEQ AI ​​facial Recognition Terminal Product Portfolio
7.7.3 NUVEQ AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.7.4 NUVEQ Main Business and Markets Served
7.7.5 NUVEQ Recent Developments/Updates
7.8 Timyteco Biometric
7.8.1 Timyteco Biometric AI ​​facial Recognition Terminal Company Information
7.8.2 Timyteco Biometric AI ​​facial Recognition Terminal Product Portfolio
7.8.3 Timyteco Biometric AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.8.4 Timyteco Biometric Main Business and Markets Served
7.8.5 Timyteco Biometric Recent Developments/Updates
7.9 DAS Intellitech
7.9.1 DAS Intellitech AI ​​facial Recognition Terminal Company Information
7.9.2 DAS Intellitech AI ​​facial Recognition Terminal Product Portfolio
7.9.3 DAS Intellitech AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.9.4 DAS Intellitech Main Business and Markets Served
7.9.5 DAS Intellitech Recent Developments/Updates
7.10 Zeno Technology
7.10.1 Zeno Technology AI ​​facial Recognition Terminal Company Information
7.10.2 Zeno Technology AI ​​facial Recognition Terminal Product Portfolio
7.10.3 Zeno Technology AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.10.4 Zeno Technology Main Business and Markets Served
7.10.5 Zeno Technology Recent Developments/Updates
7.11 Zhongkong Intelligent Technology
7.11.1 Zhongkong Intelligent Technology AI ​​facial Recognition Terminal Company Information
7.11.2 Zhongkong Intelligent Technology AI ​​facial Recognition Terminal Product Portfolio
7.11.3 Zhongkong Intelligent Technology AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.11.4 Zhongkong Intelligent Technology Main Business and Markets Served
7.11.5 Zhongkong Intelligent Technology Recent Developments/Updates
7.12 Raying Technology
7.12.1 Raying Technology AI ​​facial Recognition Terminal Company Information
7.12.2 Raying Technology AI ​​facial Recognition Terminal Product Portfolio
7.12.3 Raying Technology AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.12.4 Raying Technology Main Business and Markets Served
7.12.5 Raying Technology Recent Developments/Updates
7.13 Xunwei Information Technology
7.13.1 Xunwei Information Technology AI ​​facial Recognition Terminal Company Information
7.13.2 Xunwei Information Technology AI ​​facial Recognition Terminal Product Portfolio
7.13.3 Xunwei Information Technology AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.13.4 Xunwei Information Technology Main Business and Markets Served
7.13.5 Xunwei Information Technology Recent Developments/Updates
7.14 Anviz
7.14.1 Anviz AI ​​facial Recognition Terminal Company Information
7.14.2 Anviz AI ​​facial Recognition Terminal Product Portfolio
7.14.3 Anviz AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.14.4 Anviz Main Business and Markets Served
7.14.5 Anviz Recent Developments/Updates
7.15 Hikvision
7.15.1 Hikvision AI ​​facial Recognition Terminal Company Information
7.15.2 Hikvision AI ​​facial Recognition Terminal Product Portfolio
7.15.3 Hikvision AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.15.4 Hikvision Main Business and Markets Served
7.15.5 Hikvision Recent Developments/Updates
7.16 Kedacom
7.16.1 Kedacom AI ​​facial Recognition Terminal Company Information
7.16.2 Kedacom AI ​​facial Recognition Terminal Product Portfolio
7.16.3 Kedacom AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.16.4 Kedacom Main Business and Markets Served
7.16.5 Kedacom Recent Developments/Updates
7.17 Dexadv
7.17.1 Dexadv AI ​​facial Recognition Terminal Company Information
7.17.2 Dexadv AI ​​facial Recognition Terminal Product Portfolio
7.17.3 Dexadv AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.17.4 Dexadv Main Business and Markets Served
7.17.5 Dexadv Recent Developments/Updates
7.18 Zhengyuan Zhihui
7.18.1 Zhengyuan Zhihui AI ​​facial Recognition Terminal Company Information
7.18.2 Zhengyuan Zhihui AI ​​facial Recognition Terminal Product Portfolio
7.18.3 Zhengyuan Zhihui AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.18.4 Zhengyuan Zhihui Main Business and Markets Served
7.18.5 Zhengyuan Zhihui Recent Developments/Updates
7.19 Longjie Technology
7.19.1 Longjie Technology AI ​​facial Recognition Terminal Company Information
7.19.2 Longjie Technology AI ​​facial Recognition Terminal Product Portfolio
7.19.3 Longjie Technology AI ​​facial Recognition Terminal Production, Value, Price and Gross Margin (2020-2025)
7.19.4 Longjie Technology Main Business and Markets Served
7.19.5 Longjie Technology Recent Developments/Updates
8 Industry Chain and Sales Channels Analysis
8.1 AI ​​facial Recognition Terminal Industry Chain Analysis
8.2 AI ​​facial Recognition Terminal Raw Material Supply Analysis
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.3 AI ​​facial Recognition Terminal Production Mode & Process Analysis
8.4 AI ​​facial Recognition Terminal Sales and Marketing
8.4.1 AI ​​facial Recognition Terminal Sales Channels
8.4.2 AI ​​facial Recognition Terminal Distributors
8.5 AI ​​facial Recognition Terminal Customer Analysis
9 AI ​​facial Recognition Terminal Market Dynamics
9.1 AI ​​facial Recognition Terminal Industry Trends
9.2 AI ​​facial Recognition Terminal Market Drivers
9.3 AI ​​facial Recognition Terminal Market Challenges
9.4 AI ​​facial Recognition Terminal Market Restraints
10 Research Findings and Conclusion
11 Methodology and Data Source
11.1 Methodology/Research Approach
11.1.1 Research Programs/Design
11.1.2 Market Size Estimation
11.1.3 Market Breakdown and Data Triangulation
11.2 Data Source
11.2.1 Secondary Sources
11.2.2 Primary Sources
11.3 Author List
11.4 Disclaimer
List of Tables
 Table 1. Global AI ​​facial Recognition Terminal Market Value by Type, (US$ Million) & (2024 VS 2031)
 Table 2. Global AI ​​facial Recognition Terminal Market Value by Application, (US$ Million) & (2024 VS 2031)
 Table 3. Global AI ​​facial Recognition Terminal Production Capacity (K Units) by Manufacturers in 2024
 Table 4. Global AI ​​facial Recognition Terminal Production by Manufacturers (2020-2025) & (K Units)
 Table 5. Global AI ​​facial Recognition Terminal Production Market Share by Manufacturers (2020-2025)
 Table 6. Global AI ​​facial Recognition Terminal Production Value by Manufacturers (2020-2025) & (US$ Million)
 Table 7. Global AI ​​facial Recognition Terminal Production Value Share by Manufacturers (2020-2025)
 Table 8. Global Key Players of AI ​​facial Recognition Terminal, Industry Ranking, 2023 VS 2024
 Table 9. Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Production Value in AI ​​facial Recognition Terminal as of 2024)
 Table 10. Global Market AI ​​facial Recognition Terminal Average Price by Manufacturers (US$/Unit) & (2020-2025)
 Table 11. Global Key Manufacturers of AI ​​facial Recognition Terminal, Manufacturing Base Distribution and Headquarters
 Table 12. Global Key Manufacturers of AI ​​facial Recognition Terminal, Product Offered and Application
 Table 13. Global Key Manufacturers of AI ​​facial Recognition Terminal, Date of Enter into This Industry
 Table 14. Global AI ​​facial Recognition Terminal Manufacturers Market Concentration Ratio (CR5 and HHI)
 Table 15. Mergers & Acquisitions, Expansion Plans
 Table 16. Global AI ​​facial Recognition Terminal Production Value by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Table 17. Global AI ​​facial Recognition Terminal Production Value (US$ Million) by Region (2020-2025)
 Table 18. Global AI ​​facial Recognition Terminal Production Value Market Share by Region (2020-2025)
 Table 19. Global AI ​​facial Recognition Terminal Production Value (US$ Million) Forecast by Region (2026-2031)
 Table 20. Global AI ​​facial Recognition Terminal Production Value Market Share Forecast by Region (2026-2031)
 Table 21. Global AI ​​facial Recognition Terminal Production Comparison by Region: 2020 VS 2024 VS 2031 (K Units)
 Table 22. Global AI ​​facial Recognition Terminal Production (K Units) by Region (2020-2025)
 Table 23. Global AI ​​facial Recognition Terminal Production Market Share by Region (2020-2025)
 Table 24. Global AI ​​facial Recognition Terminal Production (K Units) Forecast by Region (2026-2031)
 Table 25. Global AI ​​facial Recognition Terminal Production Market Share Forecast by Region (2026-2031)
 Table 26. Global AI ​​facial Recognition Terminal Market Average Price (US$/Unit) by Region (2020-2025)
 Table 27. Global AI ​​facial Recognition Terminal Market Average Price (US$/Unit) by Region (2026-2031)
 Table 28. Global AI ​​facial Recognition Terminal Consumption Growth Rate by Region: 2020 VS 2024 VS 2031 (K Units)
 Table 29. Global AI ​​facial Recognition Terminal Consumption by Region (2020-2025) & (K Units)
 Table 30. Global AI ​​facial Recognition Terminal Consumption Market Share by Region (2020-2025)
 Table 31. Global AI ​​facial Recognition Terminal Forecasted Consumption by Region (2026-2031) & (K Units)
 Table 32. Global AI ​​facial Recognition Terminal Forecasted Consumption Market Share by Region (2026-2031)
 Table 33. North America AI ​​facial Recognition Terminal Consumption Growth Rate by Country: 2020 VS 2024 VS 2031 (K Units)
 Table 34. North America AI ​​facial Recognition Terminal Consumption by Country (2020-2025) & (K Units)
 Table 35. North America AI ​​facial Recognition Terminal Consumption by Country (2026-2031) & (K Units)
 Table 36. Europe AI ​​facial Recognition Terminal Consumption Growth Rate by Country: 2020 VS 2024 VS 2031 (K Units)
 Table 37. Europe AI ​​facial Recognition Terminal Consumption by Country (2020-2025) & (K Units)
 Table 38. Europe AI ​​facial Recognition Terminal Consumption by Country (2026-2031) & (K Units)
 Table 39. Asia Pacific AI ​​facial Recognition Terminal Consumption Growth Rate by Region: 2020 VS 2024 VS 2031 (K Units)
 Table 40. Asia Pacific AI ​​facial Recognition Terminal Consumption by Region (2020-2025) & (K Units)
 Table 41. Asia Pacific AI ​​facial Recognition Terminal Consumption by Region (2026-2031) & (K Units)
 Table 42. Latin America, Middle East & Africa AI ​​facial Recognition Terminal Consumption Growth Rate by Country: 2020 VS 2024 VS 2031 (K Units)
 Table 43. Latin America, Middle East & Africa AI ​​facial Recognition Terminal Consumption by Country (2020-2025) & (K Units)
 Table 44. Latin America, Middle East & Africa AI ​​facial Recognition Terminal Consumption by Country (2026-2031) & (K Units)
 Table 45. Global AI ​​facial Recognition Terminal Production (K Units) by Type (2020-2025)
 Table 46. Global AI ​​facial Recognition Terminal Production (K Units) by Type (2026-2031)
 Table 47. Global AI ​​facial Recognition Terminal Production Market Share by Type (2020-2025)
 Table 48. Global AI ​​facial Recognition Terminal Production Market Share by Type (2026-2031)
 Table 49. Global AI ​​facial Recognition Terminal Production Value (US$ Million) by Type (2020-2025)
 Table 50. Global AI ​​facial Recognition Terminal Production Value (US$ Million) by Type (2026-2031)
 Table 51. Global AI ​​facial Recognition Terminal Production Value Market Share by Type (2020-2025)
 Table 52. Global AI ​​facial Recognition Terminal Production Value Market Share by Type (2026-2031)
 Table 53. Global AI ​​facial Recognition Terminal Price (US$/Unit) by Type (2020-2025)
 Table 54. Global AI ​​facial Recognition Terminal Price (US$/Unit) by Type (2026-2031)
 Table 55. Global AI ​​facial Recognition Terminal Production (K Units) by Application (2020-2025)
 Table 56. Global AI ​​facial Recognition Terminal Production (K Units) by Application (2026-2031)
 Table 57. Global AI ​​facial Recognition Terminal Production Market Share by Application (2020-2025)
 Table 58. Global AI ​​facial Recognition Terminal Production Market Share by Application (2026-2031)
 Table 59. Global AI ​​facial Recognition Terminal Production Value (US$ Million) by Application (2020-2025)
 Table 60. Global AI ​​facial Recognition Terminal Production Value (US$ Million) by Application (2026-2031)
 Table 61. Global AI ​​facial Recognition Terminal Production Value Market Share by Application (2020-2025)
 Table 62. Global AI ​​facial Recognition Terminal Production Value Market Share by Application (2026-2031)
 Table 63. Global AI ​​facial Recognition Terminal Price (US$/Unit) by Application (2020-2025)
 Table 64. Global AI ​​facial Recognition Terminal Price (US$/Unit) by Application (2026-2031)
 Table 65. Aratek AI ​​facial Recognition Terminal Company Information
 Table 66. Aratek AI ​​facial Recognition Terminal Specification and Application
 Table 67. Aratek AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 68. Aratek Main Business and Markets Served
 Table 69. Aratek Recent Developments/Updates
 Table 70. Suprema AI ​​facial Recognition Terminal Company Information
 Table 71. Suprema AI ​​facial Recognition Terminal Specification and Application
 Table 72. Suprema AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 73. Suprema Main Business and Markets Served
 Table 74. Suprema Recent Developments/Updates
 Table 75. Wama Technology AI ​​facial Recognition Terminal Company Information
 Table 76. Wama Technology AI ​​facial Recognition Terminal Specification and Application
 Table 77. Wama Technology AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 78. Wama Technology Main Business and Markets Served
 Table 79. Wama Technology Recent Developments/Updates
 Table 80. Remsdaq AI ​​facial Recognition Terminal Company Information
 Table 81. Remsdaq AI ​​facial Recognition Terminal Specification and Application
 Table 82. Remsdaq AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 83. Remsdaq Main Business and Markets Served
 Table 84. Remsdaq Recent Developments/Updates
 Table 85. Swedish Access Solutions AI ​​facial Recognition Terminal Company Information
 Table 86. Swedish Access Solutions AI ​​facial Recognition Terminal Specification and Application
 Table 87. Swedish Access Solutions AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 88. Swedish Access Solutions Main Business and Markets Served
 Table 89. Swedish Access Solutions Recent Developments/Updates
 Table 90. IDEMIA AI ​​facial Recognition Terminal Company Information
 Table 91. IDEMIA AI ​​facial Recognition Terminal Specification and Application
 Table 92. IDEMIA AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 93. IDEMIA Main Business and Markets Served
 Table 94. IDEMIA Recent Developments/Updates
 Table 95. NUVEQ AI ​​facial Recognition Terminal Company Information
 Table 96. NUVEQ AI ​​facial Recognition Terminal Specification and Application
 Table 97. NUVEQ AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 98. NUVEQ Main Business and Markets Served
 Table 99. NUVEQ Recent Developments/Updates
 Table 100. Timyteco Biometric AI ​​facial Recognition Terminal Company Information
 Table 101. Timyteco Biometric AI ​​facial Recognition Terminal Specification and Application
 Table 102. Timyteco Biometric AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 103. Timyteco Biometric Main Business and Markets Served
 Table 104. Timyteco Biometric Recent Developments/Updates
 Table 105. DAS Intellitech AI ​​facial Recognition Terminal Company Information
 Table 106. DAS Intellitech AI ​​facial Recognition Terminal Specification and Application
 Table 107. DAS Intellitech AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 108. DAS Intellitech Main Business and Markets Served
 Table 109. DAS Intellitech Recent Developments/Updates
 Table 110. Zeno Technology AI ​​facial Recognition Terminal Company Information
 Table 111. Zeno Technology AI ​​facial Recognition Terminal Specification and Application
 Table 112. Zeno Technology AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 113. Zeno Technology Main Business and Markets Served
 Table 114. Zeno Technology Recent Developments/Updates
 Table 115. Zhongkong Intelligent Technology AI ​​facial Recognition Terminal Company Information
 Table 116. Zhongkong Intelligent Technology AI ​​facial Recognition Terminal Specification and Application
 Table 117. Zhongkong Intelligent Technology AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 118. Zhongkong Intelligent Technology Main Business and Markets Served
 Table 119. Zhongkong Intelligent Technology Recent Developments/Updates
 Table 120. Raying Technology AI ​​facial Recognition Terminal Company Information
 Table 121. Raying Technology AI ​​facial Recognition Terminal Specification and Application
 Table 122. Raying Technology AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 123. Raying Technology Main Business and Markets Served
 Table 124. Raying Technology Recent Developments/Updates
 Table 125. Xunwei Information Technology AI ​​facial Recognition Terminal Company Information
 Table 126. Xunwei Information Technology AI ​​facial Recognition Terminal Specification and Application
 Table 127. Xunwei Information Technology AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 128. Xunwei Information Technology Main Business and Markets Served
 Table 129. Xunwei Information Technology Recent Developments/Updates
 Table 130. Anviz AI ​​facial Recognition Terminal Company Information
 Table 131. Anviz AI ​​facial Recognition Terminal Specification and Application
 Table 132. Anviz AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 133. Anviz Main Business and Markets Served
 Table 134. Anviz Recent Developments/Updates
 Table 135. Hikvision AI ​​facial Recognition Terminal Company Information
 Table 136. Hikvision AI ​​facial Recognition Terminal Specification and Application
 Table 137. Hikvision AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 138. Hikvision Main Business and Markets Served
 Table 139. Hikvision Recent Developments/Updates
 Table 140. Kedacom AI ​​facial Recognition Terminal Company Information
 Table 141. Kedacom AI ​​facial Recognition Terminal Specification and Application
 Table 142. Kedacom AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 143. Kedacom Main Business and Markets Served
 Table 144. Kedacom Recent Developments/Updates
 Table 145. Dexadv AI ​​facial Recognition Terminal Company Information
 Table 146. Dexadv AI ​​facial Recognition Terminal Specification and Application
 Table 147. Dexadv AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 148. Dexadv Main Business and Markets Served
 Table 149. Dexadv Recent Developments/Updates
 Table 150. Zhengyuan Zhihui AI ​​facial Recognition Terminal Company Information
 Table 151. Zhengyuan Zhihui AI ​​facial Recognition Terminal Specification and Application
 Table 152. Zhengyuan Zhihui AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 153. Zhengyuan Zhihui Main Business and Markets Served
 Table 154. Zhengyuan Zhihui Recent Developments/Updates
 Table 155. Longjie Technology AI ​​facial Recognition Terminal Company Information
 Table 156. Longjie Technology AI ​​facial Recognition Terminal Specification and Application
 Table 157. Longjie Technology AI ​​facial Recognition Terminal Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2020-2025)
 Table 158. Longjie Technology Main Business and Markets Served
 Table 159. Longjie Technology Recent Developments/Updates
 Table 160. Key Raw Materials Lists
 Table 161. Raw Materials Key Suppliers Lists
 Table 162. AI ​​facial Recognition Terminal Distributors List
 Table 163. AI ​​facial Recognition Terminal Customers List
 Table 164. AI ​​facial Recognition Terminal Market Trends
 Table 165. AI ​​facial Recognition Terminal Market Drivers
 Table 166. AI ​​facial Recognition Terminal Market Challenges
 Table 167. AI ​​facial Recognition Terminal Market Restraints
 Table 168. Research Programs/Design for This Report
 Table 169. Key Data Information from Secondary Sources
 Table 170. Key Data Information from Primary Sources
 Table 171. Authors List of This Report


List of Figures
 Figure 1. Product Picture of AI ​​facial Recognition Terminal
 Figure 2. Global AI ​​facial Recognition Terminal Market Value by Type, (US$ Million) & (2020-2031)
 Figure 3. Global AI ​​facial Recognition Terminal Market Share by Type: 2024 VS 2031
 Figure 4. Handheld Product Picture
 Figure 5. Vertical Product Picture
 Figure 6. Desktop Product Picture
 Figure 7. Others Product Picture
 Figure 8. Global AI ​​facial Recognition Terminal Market Value by Application, (US$ Million) & (2020-2031)
 Figure 9. Global AI ​​facial Recognition Terminal Market Share by Application: 2024 VS 2031
 Figure 10. Residential
 Figure 11. Office Building
 Figure 12. School
 Figure 13. Hospital
 Figure 14. Others
 Figure 15. Global AI ​​facial Recognition Terminal Production Value (US$ Million), 2020 VS 2024 VS 2031
 Figure 16. Global AI ​​facial Recognition Terminal Production Value (US$ Million) & (2020-2031)
 Figure 17. Global AI ​​facial Recognition Terminal Production Capacity (K Units) & (2020-2031)
 Figure 18. Global AI ​​facial Recognition Terminal Production (K Units) & (2020-2031)
 Figure 19. Global AI ​​facial Recognition Terminal Average Price (US$/Unit) & (2020-2031)
 Figure 20. AI ​​facial Recognition Terminal Report Years Considered
 Figure 21. AI ​​facial Recognition Terminal Production Share by Manufacturers in 2024
 Figure 22. Global AI ​​facial Recognition Terminal Production Value Share by Manufacturers (2024)
 Figure 23. AI ​​facial Recognition Terminal Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2020 VS 2024
 Figure 24. The Global 5 and 10 Largest Players: Market Share by AI ​​facial Recognition Terminal Revenue in 2024
 Figure 25. Global AI ​​facial Recognition Terminal Production Value by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Figure 26. Global AI ​​facial Recognition Terminal Production Value Market Share by Region: 2020 VS 2024 VS 2031
 Figure 27. Global AI ​​facial Recognition Terminal Production Comparison by Region: 2020 VS 2024 VS 2031 (K Units)
 Figure 28. Global AI ​​facial Recognition Terminal Production Market Share by Region: 2020 VS 2024 VS 2031
 Figure 29. North America AI ​​facial Recognition Terminal Production Value (US$ Million) Growth Rate (2020-2031)
 Figure 30. Europe AI ​​facial Recognition Terminal Production Value (US$ Million) Growth Rate (2020-2031)
 Figure 31. China AI ​​facial Recognition Terminal Production Value (US$ Million) Growth Rate (2020-2031)
 Figure 32. Japan AI ​​facial Recognition Terminal Production Value (US$ Million) Growth Rate (2020-2031)
 Figure 33. Global AI ​​facial Recognition Terminal Consumption by Region: 2020 VS 2024 VS 2031 (K Units)
 Figure 34. Global AI ​​facial Recognition Terminal Consumption Market Share by Region: 2020 VS 2024 VS 2031
 Figure 35. North America AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 36. North America AI ​​facial Recognition Terminal Consumption Market Share by Country (2020-2031)
 Figure 37. U.S. AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 38. Canada AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 39. Europe AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 40. Europe AI ​​facial Recognition Terminal Consumption Market Share by Country (2020-2031)
 Figure 41. Germany AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 42. France AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 43. U.K. AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 44. Italy AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 45. Netherlands AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 46. Asia Pacific AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 47. Asia Pacific AI ​​facial Recognition Terminal Consumption Market Share by Region (2020-2031)
 Figure 48. China AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 49. Japan AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 50. South Korea AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 51. China Taiwan AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 52. Southeast Asia AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 53. India AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 54. Latin America, Middle East & Africa AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 55. Latin America, Middle East & Africa AI ​​facial Recognition Terminal Consumption Market Share by Country (2020-2031)
 Figure 56. Mexico AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 57. Brazil AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 58. Turkey AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 59. GCC Countries AI ​​facial Recognition Terminal Consumption and Growth Rate (2020-2031) & (K Units)
 Figure 60. Global Production Market Share of AI ​​facial Recognition Terminal by Type (2020-2031)
 Figure 61. Global Production Value Market Share of AI ​​facial Recognition Terminal by Type (2020-2031)
 Figure 62. Global AI ​​facial Recognition Terminal Price (US$/Unit) by Type (2020-2031)
 Figure 63. Global Production Market Share of AI ​​facial Recognition Terminal by Application (2020-2031)
 Figure 64. Global Production Value Market Share of AI ​​facial Recognition Terminal by Application (2020-2031)
 Figure 65. Global AI ​​facial Recognition Terminal Price (US$/Unit) by Application (2020-2031)
 Figure 66. AI ​​facial Recognition Terminal Value Chain
 Figure 67. Channels of Distribution (Direct Vs Distribution)
 Figure 68. Bottom-up and Top-down Approaches for This Report
 Figure 69. Data Triangulation
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