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Global Edge Machine Learning (Edge ML) Market Research Report 2025
Published Date: March 2025
|
Report Code: QYRE-Auto-36G12795
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Global Edge Machine Learning Edge ML Market Research Report 2023
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Global Edge Machine Learning (Edge ML) Market Research Report 2025

Code: QYRE-Auto-36G12795
Report
March 2025
Pages:85
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Edge Machine Learning (Edge ML) Market

The global market for Edge Machine Learning (Edge ML) was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
North American market for Edge Machine Learning (Edge ML) is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for Edge Machine Learning (Edge ML) is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for Edge Machine Learning (Edge ML) in Automotive is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of Edge Machine Learning (Edge ML) include Microsoft, Edge Impulse, Imagimob, SensiML, Latent AI, Plumerai, DeGirum, NXP, Ekkono Solutions, Mjølner Informatics, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Edge Machine Learning (Edge ML), 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 Edge Machine Learning (Edge ML).
The Edge Machine Learning (Edge ML) market size, estimations, and forecasts are provided in terms of 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 Edge Machine Learning (Edge ML) 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 Edge Machine Learning (Edge ML) companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Edge Machine Learning (Edge ML) Market Report

Report Metric Details
Report Name Edge Machine Learning (Edge ML) Market
Segment by Type
Segment by Application
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company Microsoft, Edge Impulse, Imagimob, SensiML, Latent AI, Plumerai, DeGirum, NXP, Ekkono Solutions, Mjølner Informatics, STMicroelectronics
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 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: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Edge Machine Learning (Edge ML) company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: 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 5: 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 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. 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 capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Edge Machine Learning (Edge ML) Market report?

Ans: The main players in the Edge Machine Learning (Edge ML) Market are Microsoft, Edge Impulse, Imagimob, SensiML, Latent AI, Plumerai, DeGirum, NXP, Ekkono Solutions, Mjølner Informatics, STMicroelectronics

What are the Application segmentation covered in the Edge Machine Learning (Edge ML) Market report?

Ans: The Applications covered in the Edge Machine Learning (Edge ML) Market report are Automotive, Manufacturing, Retail, Agriculture, Healthcare, Other

What are the Type segmentation covered in the Edge Machine Learning (Edge ML) Market report?

Ans: The Types covered in the Edge Machine Learning (Edge ML) Market report are Hardware, Software and Services

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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Edge Machine Learning (Edge ML) Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Hardware
1.2.3 Software and Services
1.3 Market by Application
1.3.1 Global Edge Machine Learning (Edge ML) Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Automotive
1.3.3 Manufacturing
1.3.4 Retail
1.3.5 Agriculture
1.3.6 Healthcare
1.3.7 Other
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Edge Machine Learning (Edge ML) Market Perspective (2020-2031)
2.2 Global Edge Machine Learning (Edge ML) Growth Trends by Region
2.2.1 Global Edge Machine Learning (Edge ML) Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Edge Machine Learning (Edge ML) Historic Market Size by Region (2020-2025)
2.2.3 Edge Machine Learning (Edge ML) Forecasted Market Size by Region (2026-2031)
2.3 Edge Machine Learning (Edge ML) Market Dynamics
2.3.1 Edge Machine Learning (Edge ML) Industry Trends
2.3.2 Edge Machine Learning (Edge ML) Market Drivers
2.3.3 Edge Machine Learning (Edge ML) Market Challenges
2.3.4 Edge Machine Learning (Edge ML) Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Edge Machine Learning (Edge ML) Players by Revenue
3.1.1 Global Top Edge Machine Learning (Edge ML) Players by Revenue (2020-2025)
3.1.2 Global Edge Machine Learning (Edge ML) Revenue Market Share by Players (2020-2025)
3.2 Global Edge Machine Learning (Edge ML) Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Edge Machine Learning (Edge ML) Revenue
3.4 Global Edge Machine Learning (Edge ML) Market Concentration Ratio
3.4.1 Global Edge Machine Learning (Edge ML) Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Edge Machine Learning (Edge ML) Revenue in 2024
3.5 Global Key Players of Edge Machine Learning (Edge ML) Head office and Area Served
3.6 Global Key Players of Edge Machine Learning (Edge ML), Product and Application
3.7 Global Key Players of Edge Machine Learning (Edge ML), Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Edge Machine Learning (Edge ML) Breakdown Data by Type
4.1 Global Edge Machine Learning (Edge ML) Historic Market Size by Type (2020-2025)
4.2 Global Edge Machine Learning (Edge ML) Forecasted Market Size by Type (2026-2031)
5 Edge Machine Learning (Edge ML) Breakdown Data by Application
5.1 Global Edge Machine Learning (Edge ML) Historic Market Size by Application (2020-2025)
5.2 Global Edge Machine Learning (Edge ML) Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Edge Machine Learning (Edge ML) Market Size (2020-2031)
6.2 North America Edge Machine Learning (Edge ML) Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Edge Machine Learning (Edge ML) Market Size by Country (2020-2025)
6.4 North America Edge Machine Learning (Edge ML) Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Edge Machine Learning (Edge ML) Market Size (2020-2031)
7.2 Europe Edge Machine Learning (Edge ML) Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Edge Machine Learning (Edge ML) Market Size by Country (2020-2025)
7.4 Europe Edge Machine Learning (Edge ML) Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Edge Machine Learning (Edge ML) Market Size (2020-2031)
8.2 Asia-Pacific Edge Machine Learning (Edge ML) Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Edge Machine Learning (Edge ML) Market Size by Region (2020-2025)
8.4 Asia-Pacific Edge Machine Learning (Edge ML) Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Edge Machine Learning (Edge ML) Market Size (2020-2031)
9.2 Latin America Edge Machine Learning (Edge ML) Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Edge Machine Learning (Edge ML) Market Size by Country (2020-2025)
9.4 Latin America Edge Machine Learning (Edge ML) Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Edge Machine Learning (Edge ML) Market Size (2020-2031)
10.2 Middle East & Africa Edge Machine Learning (Edge ML) Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Edge Machine Learning (Edge ML) Market Size by Country (2020-2025)
10.4 Middle East & Africa Edge Machine Learning (Edge ML) Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Microsoft
11.1.1 Microsoft Company Details
11.1.2 Microsoft Business Overview
11.1.3 Microsoft Edge Machine Learning (Edge ML) Introduction
11.1.4 Microsoft Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.1.5 Microsoft Recent Development
11.2 Edge Impulse
11.2.1 Edge Impulse Company Details
11.2.2 Edge Impulse Business Overview
11.2.3 Edge Impulse Edge Machine Learning (Edge ML) Introduction
11.2.4 Edge Impulse Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.2.5 Edge Impulse Recent Development
11.3 Imagimob
11.3.1 Imagimob Company Details
11.3.2 Imagimob Business Overview
11.3.3 Imagimob Edge Machine Learning (Edge ML) Introduction
11.3.4 Imagimob Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.3.5 Imagimob Recent Development
11.4 SensiML
11.4.1 SensiML Company Details
11.4.2 SensiML Business Overview
11.4.3 SensiML Edge Machine Learning (Edge ML) Introduction
11.4.4 SensiML Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.4.5 SensiML Recent Development
11.5 Latent AI
11.5.1 Latent AI Company Details
11.5.2 Latent AI Business Overview
11.5.3 Latent AI Edge Machine Learning (Edge ML) Introduction
11.5.4 Latent AI Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.5.5 Latent AI Recent Development
11.6 Plumerai
11.6.1 Plumerai Company Details
11.6.2 Plumerai Business Overview
11.6.3 Plumerai Edge Machine Learning (Edge ML) Introduction
11.6.4 Plumerai Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.6.5 Plumerai Recent Development
11.7 DeGirum
11.7.1 DeGirum Company Details
11.7.2 DeGirum Business Overview
11.7.3 DeGirum Edge Machine Learning (Edge ML) Introduction
11.7.4 DeGirum Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.7.5 DeGirum Recent Development
11.8 NXP
11.8.1 NXP Company Details
11.8.2 NXP Business Overview
11.8.3 NXP Edge Machine Learning (Edge ML) Introduction
11.8.4 NXP Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.8.5 NXP Recent Development
11.9 Ekkono Solutions
11.9.1 Ekkono Solutions Company Details
11.9.2 Ekkono Solutions Business Overview
11.9.3 Ekkono Solutions Edge Machine Learning (Edge ML) Introduction
11.9.4 Ekkono Solutions Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.9.5 Ekkono Solutions Recent Development
11.10 Mjølner Informatics
11.10.1 Mjølner Informatics Company Details
11.10.2 Mjølner Informatics Business Overview
11.10.3 Mjølner Informatics Edge Machine Learning (Edge ML) Introduction
11.10.4 Mjølner Informatics Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.10.5 Mjølner Informatics Recent Development
11.11 STMicroelectronics
11.11.1 STMicroelectronics Company Details
11.11.2 STMicroelectronics Business Overview
11.11.3 STMicroelectronics Edge Machine Learning (Edge ML) Introduction
11.11.4 STMicroelectronics Revenue in Edge Machine Learning (Edge ML) Business (2020-2025)
11.11.5 STMicroelectronics Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
 Table 1. Global Edge Machine Learning (Edge ML) Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Hardware
 Table 3. Key Players of Software and Services
 Table 4. Global Edge Machine Learning (Edge ML) Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 5. Global Edge Machine Learning (Edge ML) Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 6. Global Edge Machine Learning (Edge ML) Market Size by Region (2020-2025) & (US$ Million)
 Table 7. Global Edge Machine Learning (Edge ML) Market Share by Region (2020-2025)
 Table 8. Global Edge Machine Learning (Edge ML) Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 9. Global Edge Machine Learning (Edge ML) Market Share by Region (2026-2031)
 Table 10. Edge Machine Learning (Edge ML) Market Trends
 Table 11. Edge Machine Learning (Edge ML) Market Drivers
 Table 12. Edge Machine Learning (Edge ML) Market Challenges
 Table 13. Edge Machine Learning (Edge ML) Market Restraints
 Table 14. Global Edge Machine Learning (Edge ML) Revenue by Players (2020-2025) & (US$ Million)
 Table 15. Global Edge Machine Learning (Edge ML) Market Share by Players (2020-2025)
 Table 16. Global Top Edge Machine Learning (Edge ML) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge Machine Learning (Edge ML) as of 2024)
 Table 17. Ranking of Global Top Edge Machine Learning (Edge ML) Companies by Revenue (US$ Million) in 2024
 Table 18. Global 5 Largest Players Market Share by Edge Machine Learning (Edge ML) Revenue (CR5 and HHI) & (2020-2025)
 Table 19. Global Key Players of Edge Machine Learning (Edge ML), Headquarters and Area Served
 Table 20. Global Key Players of Edge Machine Learning (Edge ML), Product and Application
 Table 21. Global Key Players of Edge Machine Learning (Edge ML), Date of Enter into This Industry
 Table 22. Mergers & Acquisitions, Expansion Plans
 Table 23. Global Edge Machine Learning (Edge ML) Market Size by Type (2020-2025) & (US$ Million)
 Table 24. Global Edge Machine Learning (Edge ML) Revenue Market Share by Type (2020-2025)
 Table 25. Global Edge Machine Learning (Edge ML) Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 26. Global Edge Machine Learning (Edge ML) Revenue Market Share by Type (2026-2031)
 Table 27. Global Edge Machine Learning (Edge ML) Market Size by Application (2020-2025) & (US$ Million)
 Table 28. Global Edge Machine Learning (Edge ML) Revenue Market Share by Application (2020-2025)
 Table 29. Global Edge Machine Learning (Edge ML) Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 30. Global Edge Machine Learning (Edge ML) Revenue Market Share by Application (2026-2031)
 Table 31. North America Edge Machine Learning (Edge ML) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 32. North America Edge Machine Learning (Edge ML) Market Size by Country (2020-2025) & (US$ Million)
 Table 33. North America Edge Machine Learning (Edge ML) Market Size by Country (2026-2031) & (US$ Million)
 Table 34. Europe Edge Machine Learning (Edge ML) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 35. Europe Edge Machine Learning (Edge ML) Market Size by Country (2020-2025) & (US$ Million)
 Table 36. Europe Edge Machine Learning (Edge ML) Market Size by Country (2026-2031) & (US$ Million)
 Table 37. Asia-Pacific Edge Machine Learning (Edge ML) Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 38. Asia-Pacific Edge Machine Learning (Edge ML) Market Size by Region (2020-2025) & (US$ Million)
 Table 39. Asia-Pacific Edge Machine Learning (Edge ML) Market Size by Region (2026-2031) & (US$ Million)
 Table 40. Latin America Edge Machine Learning (Edge ML) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 41. Latin America Edge Machine Learning (Edge ML) Market Size by Country (2020-2025) & (US$ Million)
 Table 42. Latin America Edge Machine Learning (Edge ML) Market Size by Country (2026-2031) & (US$ Million)
 Table 43. Middle East & Africa Edge Machine Learning (Edge ML) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 44. Middle East & Africa Edge Machine Learning (Edge ML) Market Size by Country (2020-2025) & (US$ Million)
 Table 45. Middle East & Africa Edge Machine Learning (Edge ML) Market Size by Country (2026-2031) & (US$ Million)
 Table 46. Microsoft Company Details
 Table 47. Microsoft Business Overview
 Table 48. Microsoft Edge Machine Learning (Edge ML) Product
 Table 49. Microsoft Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 50. Microsoft Recent Development
 Table 51. Edge Impulse Company Details
 Table 52. Edge Impulse Business Overview
 Table 53. Edge Impulse Edge Machine Learning (Edge ML) Product
 Table 54. Edge Impulse Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 55. Edge Impulse Recent Development
 Table 56. Imagimob Company Details
 Table 57. Imagimob Business Overview
 Table 58. Imagimob Edge Machine Learning (Edge ML) Product
 Table 59. Imagimob Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 60. Imagimob Recent Development
 Table 61. SensiML Company Details
 Table 62. SensiML Business Overview
 Table 63. SensiML Edge Machine Learning (Edge ML) Product
 Table 64. SensiML Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 65. SensiML Recent Development
 Table 66. Latent AI Company Details
 Table 67. Latent AI Business Overview
 Table 68. Latent AI Edge Machine Learning (Edge ML) Product
 Table 69. Latent AI Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 70. Latent AI Recent Development
 Table 71. Plumerai Company Details
 Table 72. Plumerai Business Overview
 Table 73. Plumerai Edge Machine Learning (Edge ML) Product
 Table 74. Plumerai Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 75. Plumerai Recent Development
 Table 76. DeGirum Company Details
 Table 77. DeGirum Business Overview
 Table 78. DeGirum Edge Machine Learning (Edge ML) Product
 Table 79. DeGirum Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 80. DeGirum Recent Development
 Table 81. NXP Company Details
 Table 82. NXP Business Overview
 Table 83. NXP Edge Machine Learning (Edge ML) Product
 Table 84. NXP Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 85. NXP Recent Development
 Table 86. Ekkono Solutions Company Details
 Table 87. Ekkono Solutions Business Overview
 Table 88. Ekkono Solutions Edge Machine Learning (Edge ML) Product
 Table 89. Ekkono Solutions Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 90. Ekkono Solutions Recent Development
 Table 91. Mjølner Informatics Company Details
 Table 92. Mjølner Informatics Business Overview
 Table 93. Mjølner Informatics Edge Machine Learning (Edge ML) Product
 Table 94. Mjølner Informatics Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 95. Mjølner Informatics Recent Development
 Table 96. STMicroelectronics Company Details
 Table 97. STMicroelectronics Business Overview
 Table 98. STMicroelectronics Edge Machine Learning (Edge ML) Product
 Table 99. STMicroelectronics Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
 Table 100. STMicroelectronics Recent Development
 Table 101. Research Programs/Design for This Report
 Table 102. Key Data Information from Secondary Sources
 Table 103. Key Data Information from Primary Sources
 Table 104. Authors List of This Report


List of Figures
 Figure 1. Edge Machine Learning (Edge ML) Picture
 Figure 2. Global Edge Machine Learning (Edge ML) Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global Edge Machine Learning (Edge ML) Market Share by Type: 2024 VS 2031
 Figure 4. Hardware Features
 Figure 5. Software and Services Features
 Figure 6. Global Edge Machine Learning (Edge ML) Market Size by Application (2020-2031) & (US$ Million)
 Figure 7. Global Edge Machine Learning (Edge ML) Market Share by Application: 2024 VS 2031
 Figure 8. Automotive Case Studies
 Figure 9. Manufacturing Case Studies
 Figure 10. Retail Case Studies
 Figure 11. Agriculture Case Studies
 Figure 12. Healthcare Case Studies
 Figure 13. Other Case Studies
 Figure 14. Edge Machine Learning (Edge ML) Report Years Considered
 Figure 15. Global Edge Machine Learning (Edge ML) Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 16. Global Edge Machine Learning (Edge ML) Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 17. Global Edge Machine Learning (Edge ML) Market Share by Region: 2024 VS 2031
 Figure 18. Global Edge Machine Learning (Edge ML) Market Share by Players in 2024
 Figure 19. Global Top Edge Machine Learning (Edge ML) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge Machine Learning (Edge ML) as of 2024)
 Figure 20. The Top 10 and 5 Players Market Share by Edge Machine Learning (Edge ML) Revenue in 2024
 Figure 21. North America Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 22. North America Edge Machine Learning (Edge ML) Market Share by Country (2020-2031)
 Figure 23. United States Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 24. Canada Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 25. Europe Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 26. Europe Edge Machine Learning (Edge ML) Market Share by Country (2020-2031)
 Figure 27. Germany Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. France Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. U.K. Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Italy Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 31. Russia Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. Nordic Countries Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. Asia-Pacific Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. Asia-Pacific Edge Machine Learning (Edge ML) Market Share by Region (2020-2031)
 Figure 35. China Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Japan Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. South Korea Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. Southeast Asia Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 39. India Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. Australia Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. Latin America Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Latin America Edge Machine Learning (Edge ML) Market Share by Country (2020-2031)
 Figure 43. Mexico Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. Brazil Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. Middle East & Africa Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. Middle East & Africa Edge Machine Learning (Edge ML) Market Share by Country (2020-2031)
 Figure 47. Turkey Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 48. Saudi Arabia Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 49. UAE Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 50. Microsoft Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 51. Edge Impulse Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 52. Imagimob Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 53. SensiML Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 54. Latent AI Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 55. Plumerai Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 56. DeGirum Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 57. NXP Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 58. Ekkono Solutions Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 59. Mjølner Informatics Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 60. STMicroelectronics Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
 Figure 61. Bottom-up and Top-down Approaches for This Report
 Figure 62. Data Triangulation
 Figure 63. Key Executives Interviewed
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