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Global Tiny Machine Learning (TinyML) Market Research Report 2025

Global Tiny Machine Learning (TinyML) Market Research Report 2025

Publishing Date : Mar, 2025

License Type :
 

Report Code : 1693385

No of Pages : 72

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Synopsis
Tiny Machine Learning (TinyML) is a field of study in Machine Learning and Embedded Systems that explores the types of models you can run on small, low-powered devices like microcontrollers.
The global Tiny Machine Learning (TinyML) market was valued at US$ 1025 million in 2023 and is anticipated to reach US$ 3478.4 million by 2030, witnessing a CAGR of 9.8% during the forecast period 2024-2030.
The market size has grown at a moderate pace over the past few years with a high growth rate, and the market is expected to grow significantly over the forecast period.
This report aims to provide a comprehensive presentation of the global market for Tiny Machine Learning (TinyML), 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 Tiny Machine Learning (TinyML).
Report Scope
The Tiny Machine Learning (TinyML) market size, estimations, and forecasts are provided in terms of revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Tiny Machine Learning (TinyML) 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 Tiny Machine Learning (TinyML) companies, new entrants, and industry chain related companies in this market with information on the revenues, sales volume, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
Google
Microsoft
ARM
STMicroelectronics
Cartesian
Meta Platforms/Facebook
EdgeImpulse Inc.
Segment by Type
C Language
Java
Segment by Application
Manufacturing
Retail
Agriculture
Healthcare
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
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
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 Tiny Machine Learning (TinyML) companies’ 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.
Index
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Tiny Machine Learning (TinyML) Market Size Growth Rate by Type: 2019 VS 2023 VS 2030
1.2.2 C Language
1.2.3 Java
1.3 Market by Application
1.3.1 Global Tiny Machine Learning (TinyML) Market Growth by Application: 2019 VS 2023 VS 2030
1.3.2 Manufacturing
1.3.3 Retail
1.3.4 Agriculture
1.3.5 Healthcare
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Tiny Machine Learning (TinyML) Market Perspective (2019-2030)
2.2 Tiny Machine Learning (TinyML) Growth Trends by Region
2.2.1 Global Tiny Machine Learning (TinyML) Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 Tiny Machine Learning (TinyML) Historic Market Size by Region (2019-2024)
2.2.3 Tiny Machine Learning (TinyML) Forecasted Market Size by Region (2025-2030)
2.3 Tiny Machine Learning (TinyML) Market Dynamics
2.3.1 Tiny Machine Learning (TinyML) Industry Trends
2.3.2 Tiny Machine Learning (TinyML) Market Drivers
2.3.3 Tiny Machine Learning (TinyML) Market Challenges
2.3.4 Tiny Machine Learning (TinyML) Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Tiny Machine Learning (TinyML) Players by Revenue
3.1.1 Global Top Tiny Machine Learning (TinyML) Players by Revenue (2019-2024)
3.1.2 Global Tiny Machine Learning (TinyML) Revenue Market Share by Players (2019-2024)
3.2 Global Tiny Machine Learning (TinyML) Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Tiny Machine Learning (TinyML) Revenue
3.4 Global Tiny Machine Learning (TinyML) Market Concentration Ratio
3.4.1 Global Tiny Machine Learning (TinyML) Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Tiny Machine Learning (TinyML) Revenue in 2023
3.5 Tiny Machine Learning (TinyML) Key Players Head office and Area Served
3.6 Key Players Tiny Machine Learning (TinyML) Product Solution and Service
3.7 Date of Enter into Tiny Machine Learning (TinyML) Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Tiny Machine Learning (TinyML) Breakdown Data by Type
4.1 Global Tiny Machine Learning (TinyML) Historic Market Size by Type (2019-2024)
4.2 Global Tiny Machine Learning (TinyML) Forecasted Market Size by Type (2025-2030)
5 Tiny Machine Learning (TinyML) Breakdown Data by Application
5.1 Global Tiny Machine Learning (TinyML) Historic Market Size by Application (2019-2024)
5.2 Global Tiny Machine Learning (TinyML) Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America Tiny Machine Learning (TinyML) Market Size (2019-2030)
6.2 North America Tiny Machine Learning (TinyML) Market Growth Rate by Country: 2019 VS 2023 VS 2030
6.3 North America Tiny Machine Learning (TinyML) Market Size by Country (2019-2024)
6.4 North America Tiny Machine Learning (TinyML) Market Size by Country (2025-2030)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Tiny Machine Learning (TinyML) Market Size (2019-2030)
7.2 Europe Tiny Machine Learning (TinyML) Market Growth Rate by Country: 2019 VS 2023 VS 2030
7.3 Europe Tiny Machine Learning (TinyML) Market Size by Country (2019-2024)
7.4 Europe Tiny Machine Learning (TinyML) Market Size by Country (2025-2030)
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 Tiny Machine Learning (TinyML) Market Size (2019-2030)
8.2 Asia-Pacific Tiny Machine Learning (TinyML) Market Growth Rate by Region: 2019 VS 2023 VS 2030
8.3 Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Region (2019-2024)
8.4 Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Region (2025-2030)
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 Tiny Machine Learning (TinyML) Market Size (2019-2030)
9.2 Latin America Tiny Machine Learning (TinyML) Market Growth Rate by Country: 2019 VS 2023 VS 2030
9.3 Latin America Tiny Machine Learning (TinyML) Market Size by Country (2019-2024)
9.4 Latin America Tiny Machine Learning (TinyML) Market Size by Country (2025-2030)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Tiny Machine Learning (TinyML) Market Size (2019-2030)
10.2 Middle East & Africa Tiny Machine Learning (TinyML) Market Growth Rate by Country: 2019 VS 2023 VS 2030
10.3 Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country (2019-2024)
10.4 Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country (2025-2030)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Google
11.1.1 Google Company Detail
11.1.2 Google Business Overview
11.1.3 Google Tiny Machine Learning (TinyML) Introduction
11.1.4 Google Revenue in Tiny Machine Learning (TinyML) Business (2019-2024)
11.1.5 Google Recent Development
11.2 Microsoft
11.2.1 Microsoft Company Detail
11.2.2 Microsoft Business Overview
11.2.3 Microsoft Tiny Machine Learning (TinyML) Introduction
11.2.4 Microsoft Revenue in Tiny Machine Learning (TinyML) Business (2019-2024)
11.2.5 Microsoft Recent Development
11.3 ARM
11.3.1 ARM Company Detail
11.3.2 ARM Business Overview
11.3.3 ARM Tiny Machine Learning (TinyML) Introduction
11.3.4 ARM Revenue in Tiny Machine Learning (TinyML) Business (2019-2024)
11.3.5 ARM Recent Development
11.4 STMicroelectronics
11.4.1 STMicroelectronics Company Detail
11.4.2 STMicroelectronics Business Overview
11.4.3 STMicroelectronics Tiny Machine Learning (TinyML) Introduction
11.4.4 STMicroelectronics Revenue in Tiny Machine Learning (TinyML) Business (2019-2024)
11.4.5 STMicroelectronics Recent Development
11.5 Cartesian
11.5.1 Cartesian Company Detail
11.5.2 Cartesian Business Overview
11.5.3 Cartesian Tiny Machine Learning (TinyML) Introduction
11.5.4 Cartesian Revenue in Tiny Machine Learning (TinyML) Business (2019-2024)
11.5.5 Cartesian Recent Development
11.6 Meta Platforms/Facebook
11.6.1 Meta Platforms/Facebook Company Detail
11.6.2 Meta Platforms/Facebook Business Overview
11.6.3 Meta Platforms/Facebook Tiny Machine Learning (TinyML) Introduction
11.6.4 Meta Platforms/Facebook Revenue in Tiny Machine Learning (TinyML) Business (2019-2024)
11.6.5 Meta Platforms/Facebook Recent Development
11.7 EdgeImpulse Inc.
11.7.1 EdgeImpulse Inc. Company Detail
11.7.2 EdgeImpulse Inc. Business Overview
11.7.3 EdgeImpulse Inc. Tiny Machine Learning (TinyML) Introduction
11.7.4 EdgeImpulse Inc. Revenue in Tiny Machine Learning (TinyML) Business (2019-2024)
11.7.5 EdgeImpulse Inc. Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of Tables
List of Tables
Table 1. Global Tiny Machine Learning (TinyML) Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
Table 2. Key Players of C Language
Table 3. Key Players of Java
Table 4. Global Tiny Machine Learning (TinyML) Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
Table 5. Global Tiny Machine Learning (TinyML) Market Size by Region (US$ Million): 2019 VS 2023 VS 2030
Table 6. Global Tiny Machine Learning (TinyML) Market Size by Region (2019-2024) & (US$ Million)
Table 7. Global Tiny Machine Learning (TinyML) Market Share by Region (2019-2024)
Table 8. Global Tiny Machine Learning (TinyML) Forecasted Market Size by Region (2025-2030) & (US$ Million)
Table 9. Global Tiny Machine Learning (TinyML) Market Share by Region (2025-2030)
Table 10. Tiny Machine Learning (TinyML) Market Trends
Table 11. Tiny Machine Learning (TinyML) Market Drivers
Table 12. Tiny Machine Learning (TinyML) Market Challenges
Table 13. Tiny Machine Learning (TinyML) Market Restraints
Table 14. Global Tiny Machine Learning (TinyML) Revenue by Players (2019-2024) & (US$ Million)
Table 15. Global Tiny Machine Learning (TinyML) Market Share by Players (2019-2024)
Table 16. Global Top Tiny Machine Learning (TinyML) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Tiny Machine Learning (TinyML) as of 2023)
Table 17. Ranking of Global Top Tiny Machine Learning (TinyML) Companies by Revenue (US$ Million) in 2023
Table 18. Global 5 Largest Players Market Share by Tiny Machine Learning (TinyML) Revenue (CR5 and HHI) & (2019-2024)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Tiny Machine Learning (TinyML) Product Solution and Service
Table 21. Date of Enter into Tiny Machine Learning (TinyML) Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Tiny Machine Learning (TinyML) Market Size by Type (2019-2024) & (US$ Million)
Table 24. Global Tiny Machine Learning (TinyML) Revenue Market Share by Type (2019-2024)
Table 25. Global Tiny Machine Learning (TinyML) Forecasted Market Size by Type (2025-2030) & (US$ Million)
Table 26. Global Tiny Machine Learning (TinyML) Revenue Market Share by Type (2025-2030)
Table 27. Global Tiny Machine Learning (TinyML) Market Size by Application (2019-2024) & (US$ Million)
Table 28. Global Tiny Machine Learning (TinyML) Revenue Market Share by Application (2019-2024)
Table 29. Global Tiny Machine Learning (TinyML) Forecasted Market Size by Application (2025-2030) & (US$ Million)
Table 30. Global Tiny Machine Learning (TinyML) Revenue Market Share by Application (2025-2030)
Table 31. North America Tiny Machine Learning (TinyML) Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 32. North America Tiny Machine Learning (TinyML) Market Size by Country (2019-2024) & (US$ Million)
Table 33. North America Tiny Machine Learning (TinyML) Market Size by Country (2025-2030) & (US$ Million)
Table 34. Europe Tiny Machine Learning (TinyML) Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 35. Europe Tiny Machine Learning (TinyML) Market Size by Country (2019-2024) & (US$ Million)
Table 36. Europe Tiny Machine Learning (TinyML) Market Size by Country (2025-2030) & (US$ Million)
Table 37. Asia-Pacific Tiny Machine Learning (TinyML) Market Size Growth Rate by Region (US$ Million): 2019 VS 2023 VS 2030
Table 38. Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Region (2019-2024) & (US$ Million)
Table 39. Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Region (2025-2030) & (US$ Million)
Table 40. Latin America Tiny Machine Learning (TinyML) Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 41. Latin America Tiny Machine Learning (TinyML) Market Size by Country (2019-2024) & (US$ Million)
Table 42. Latin America Tiny Machine Learning (TinyML) Market Size by Country (2025-2030) & (US$ Million)
Table 43. Middle East & Africa Tiny Machine Learning (TinyML) Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 44. Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country (2019-2024) & (US$ Million)
Table 45. Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country (2025-2030) & (US$ Million)
Table 46. Google Company Detail
Table 47. Google Business Overview
Table 48. Google Tiny Machine Learning (TinyML) Product
Table 49. Google Revenue in Tiny Machine Learning (TinyML) Business (2019-2024) & (US$ Million)
Table 50. Google Recent Development
Table 51. Microsoft Company Detail
Table 52. Microsoft Business Overview
Table 53. Microsoft Tiny Machine Learning (TinyML) Product
Table 54. Microsoft Revenue in Tiny Machine Learning (TinyML) Business (2019-2024) & (US$ Million)
Table 55. Microsoft Recent Development
Table 56. ARM Company Detail
Table 57. ARM Business Overview
Table 58. ARM Tiny Machine Learning (TinyML) Product
Table 59. ARM Revenue in Tiny Machine Learning (TinyML) Business (2019-2024) & (US$ Million)
Table 60. ARM Recent Development
Table 61. STMicroelectronics Company Detail
Table 62. STMicroelectronics Business Overview
Table 63. STMicroelectronics Tiny Machine Learning (TinyML) Product
Table 64. STMicroelectronics Revenue in Tiny Machine Learning (TinyML) Business (2019-2024) & (US$ Million)
Table 65. STMicroelectronics Recent Development
Table 66. Cartesian Company Detail
Table 67. Cartesian Business Overview
Table 68. Cartesian Tiny Machine Learning (TinyML) Product
Table 69. Cartesian Revenue in Tiny Machine Learning (TinyML) Business (2019-2024) & (US$ Million)
Table 70. Cartesian Recent Development
Table 71. Meta Platforms/Facebook Company Detail
Table 72. Meta Platforms/Facebook Business Overview
Table 73. Meta Platforms/Facebook Tiny Machine Learning (TinyML) Product
Table 74. Meta Platforms/Facebook Revenue in Tiny Machine Learning (TinyML) Business (2019-2024) & (US$ Million)
Table 75. Meta Platforms/Facebook Recent Development
Table 76. EdgeImpulse Inc. Company Detail
Table 77. EdgeImpulse Inc. Business Overview
Table 78. EdgeImpulse Inc. Tiny Machine Learning (TinyML) Product
Table 79. EdgeImpulse Inc. Revenue in Tiny Machine Learning (TinyML) Business (2019-2024) & (US$ Million)
Table 80. EdgeImpulse Inc. Recent Development
Table 81. Research Programs/Design for This Report
Table 82. Key Data Information from Secondary Sources
Table 83. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Tiny Machine Learning (TinyML) Market Size Comparison by Type (2024-2030) & (US$ Million)
Figure 2. Global Tiny Machine Learning (TinyML) Market Share by Type: 2023 VS 2030
Figure 3. C Language Features
Figure 4. Java Features
Figure 5. Global Tiny Machine Learning (TinyML) Market Size Comparison by Application (2024-2030) & (US$ Million)
Figure 6. Global Tiny Machine Learning (TinyML) Market Share by Application: 2023 VS 2030
Figure 7. Manufacturing Case Studies
Figure 8. Retail Case Studies
Figure 9. Agriculture Case Studies
Figure 10. Healthcare Case Studies
Figure 11. Tiny Machine Learning (TinyML) Report Years Considered
Figure 12. Global Tiny Machine Learning (TinyML) Market Size (US$ Million), Year-over-Year: 2019-2030
Figure 13. Global Tiny Machine Learning (TinyML) Market Size, (US$ Million), 2019 VS 2023 VS 2030
Figure 14. Global Tiny Machine Learning (TinyML) Market Share by Region: 2023 VS 2030
Figure 15. Global Tiny Machine Learning (TinyML) Market Share by Players in 2023
Figure 16. Global Top Tiny Machine Learning (TinyML) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Tiny Machine Learning (TinyML) as of 2023)
Figure 17. The Top 10 and 5 Players Market Share by Tiny Machine Learning (TinyML) Revenue in 2023
Figure 18. North America Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 19. North America Tiny Machine Learning (TinyML) Market Share by Country (2019-2030)
Figure 20. United States Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 21. Canada Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 22. Europe Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 23. Europe Tiny Machine Learning (TinyML) Market Share by Country (2019-2030)
Figure 24. Germany Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 25. France Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 26. U.K. Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 27. Italy Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 28. Russia Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 29. Nordic Countries Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 30. Asia-Pacific Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 31. Asia-Pacific Tiny Machine Learning (TinyML) Market Share by Region (2019-2030)
Figure 32. China Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 33. Japan Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 34. South Korea Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 35. Southeast Asia Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 36. India Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 37. Australia Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 38. Latin America Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 39. Latin America Tiny Machine Learning (TinyML) Market Share by Country (2019-2030)
Figure 40. Mexico Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 41. Brazil Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 42. Middle East & Africa Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 43. Middle East & Africa Tiny Machine Learning (TinyML) Market Share by Country (2019-2030)
Figure 44. Turkey Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 45. Saudi Arabia Tiny Machine Learning (TinyML) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 46. Google Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2019-2024)
Figure 47. Microsoft Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2019-2024)
Figure 48. ARM Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2019-2024)
Figure 49. STMicroelectronics Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2019-2024)
Figure 50. Cartesian Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2019-2024)
Figure 51. Meta Platforms/Facebook Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2019-2024)
Figure 52. EdgeImpulse Inc. Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2019-2024)
Figure 53. Bottom-up and Top-down Approaches for This Report
Figure 54. Data Triangulation
Figure 55. Key Executives Interviewed

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