Tiny Machine Learning (TinyML) Market, Global Outlook and Forecast 2024-2031

Report ID: 1735317 | Published Date: Jan 2025 | No. of Page: 60 | Base Year: 2024 | Rating: 4.3 | Webstory: Check our Web story
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1 Introduction to Research & Analysis Reports
    1.1 Tiny Machine Learning (TinyML) Market Definition
    1.2 Market Segments
        1.2.1 Market by Type
        1.2.2 Market by Application
    1.3 Global Tiny Machine Learning (TinyML) Market Overview
    1.4 Features & Benefits of This Report
    1.5 Methodology & Sources of Information
        1.5.1 Research Methodology
        1.5.2 Research Process
        1.5.3 Base Year
        1.5.4 Report Assumptions & Caveats
2 Global Tiny Machine Learning (TinyML) Overall Market Size
    2.1 Global Tiny Machine Learning (TinyML) Market Size: 2021 VS 2028
    2.2 Global Tiny Machine Learning (TinyML) Market Size, Prospects & Forecasts: 2017-2028
    2.3 Key Market Trends, Opportunity, Drivers and Restraints
        2.3.1 Market Opportunities & Trends
        2.3.2 Market Drivers
        2.3.3 Market Restraints
3 Company Landscape
    3.1 Top Tiny Machine Learning (TinyML) Players in Global Market
    3.2 Top Global Tiny Machine Learning (TinyML) Companies Ranked by Revenue
    3.3 Global Tiny Machine Learning (TinyML) Revenue by Companies
    3.4 Top 3 and Top 5 Tiny Machine Learning (TinyML) Companies in Global Market, by Revenue in 2021
    3.5 Global Companies Tiny Machine Learning (TinyML) Product Type
    3.6 Tier 1, Tier 2 and Tier 3 Tiny Machine Learning (TinyML) Players in Global Market
        3.6.1 List of Global Tier 1 Tiny Machine Learning (TinyML) Companies
        3.6.2 List of Global Tier 2 and Tier 3 Tiny Machine Learning (TinyML) Companies
4 Market Sights by Product
    4.1 Overview
        4.1.1 by Type - Global Tiny Machine Learning (TinyML) Market Size Markets, 2021 & 2028
        4.1.2 C Language
        4.1.3 Java
    4.2 By Type - Global Tiny Machine Learning (TinyML) Revenue & Forecasts
        4.2.1 By Type - Global Tiny Machine Learning (TinyML) Revenue, 2017-2022
        4.2.2 By Type - Global Tiny Machine Learning (TinyML) Revenue, 2023-2028
        4.2.3 By Type - Global Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
5 Sights by Application
    5.1 Overview
        5.1.1 By Application - Global Tiny Machine Learning (TinyML) Market Size, 2021 & 2028
        5.1.2 Manufacturing
        5.1.3 Retail
        5.1.4 Agriculture
        5.1.5 Healthcare
    5.2 By Application - Global Tiny Machine Learning (TinyML) Revenue & Forecasts
        5.2.1 By Application - Global Tiny Machine Learning (TinyML) Revenue, 2017-2022
        5.2.2 By Application - Global Tiny Machine Learning (TinyML) Revenue, 2023-2028
        5.2.3 By Application - Global Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
6 Sights by Region
    6.1 By Region - Global Tiny Machine Learning (TinyML) Market Size, 2021 & 2028
    6.2 By Region - Global Tiny Machine Learning (TinyML) Revenue & Forecasts
        6.2.1 By Region - Global Tiny Machine Learning (TinyML) Revenue, 2017-2022
        6.2.2 By Region - Global Tiny Machine Learning (TinyML) Revenue, 2023-2028
        6.2.3 By Region - Global Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    6.3 North America
        6.3.1 By Country - North America Tiny Machine Learning (TinyML) Revenue, 2017-2028
        6.3.2 US Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.3.3 Canada Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.3.4 Mexico Tiny Machine Learning (TinyML) Market Size, 2017-2028
    6.4 Europe
        6.4.1 By Country - Europe Tiny Machine Learning (TinyML) Revenue, 2017-2028
        6.4.2 Germany Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.4.3 France Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.4.4 U.K. Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.4.5 Italy Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.4.6 Russia Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.4.7 Nordic Countries Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.4.8 Benelux Tiny Machine Learning (TinyML) Market Size, 2017-2028
    6.5 Asia
        6.5.1 By Region - Asia Tiny Machine Learning (TinyML) Revenue, 2017-2028
        6.5.2 China Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.5.3 Japan Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.5.4 South Korea Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.5.5 Southeast Asia Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.5.6 India Tiny Machine Learning (TinyML) Market Size, 2017-2028
    6.6 South America
        6.6.1 By Country - South America Tiny Machine Learning (TinyML) Revenue, 2017-2028
        6.6.2 Brazil Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.6.3 Argentina Tiny Machine Learning (TinyML) Market Size, 2017-2028
    6.7 Middle East & Africa
        6.7.1 By Country - Middle East & Africa Tiny Machine Learning (TinyML) Revenue, 2017-2028
        6.7.2 Turkey Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.7.3 Israel Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.7.4 Saudi Arabia Tiny Machine Learning (TinyML) Market Size, 2017-2028
        6.7.5 UAE Tiny Machine Learning (TinyML) Market Size, 2017-2028
7 Players Profiles
    7.1 Google
        7.1.1 Google Corporate Summary
        7.1.2 Google Business Overview
        7.1.3 Google Tiny Machine Learning (TinyML) Major Product Offerings
        7.1.4 Google Tiny Machine Learning (TinyML) Revenue in Global Market (2017-2022)
        7.1.5 Google Key News
    7.2 Microsoft
        7.2.1 Microsoft Corporate Summary
        7.2.2 Microsoft Business Overview
        7.2.3 Microsoft Tiny Machine Learning (TinyML) Major Product Offerings
        7.2.4 Microsoft Tiny Machine Learning (TinyML) Revenue in Global Market (2017-2022)
        7.2.5 Microsoft Key News
    7.3 ARM
        7.3.1 ARM Corporate Summary
        7.3.2 ARM Business Overview
        7.3.3 ARM Tiny Machine Learning (TinyML) Major Product Offerings
        7.3.4 ARM Tiny Machine Learning (TinyML) Revenue in Global Market (2017-2022)
        7.3.5 ARM Key News
    7.4 STMicroelectronics
        7.4.1 STMicroelectronics Corporate Summary
        7.4.2 STMicroelectronics Business Overview
        7.4.3 STMicroelectronics Tiny Machine Learning (TinyML) Major Product Offerings
        7.4.4 STMicroelectronics Tiny Machine Learning (TinyML) Revenue in Global Market (2017-2022)
        7.4.5 STMicroelectronics Key News
    7.5 Cartesian
        7.5.1 Cartesian Corporate Summary
        7.5.2 Cartesian Business Overview
        7.5.3 Cartesian Tiny Machine Learning (TinyML) Major Product Offerings
        7.5.4 Cartesian Tiny Machine Learning (TinyML) Revenue in Global Market (2017-2022)
        7.5.5 Cartesian Key News
    7.6 Meta Platforms/Facebook
        7.6.1 Meta Platforms/Facebook Corporate Summary
        7.6.2 Meta Platforms/Facebook Business Overview
        7.6.3 Meta Platforms/Facebook Tiny Machine Learning (TinyML) Major Product Offerings
        7.6.4 Meta Platforms/Facebook Tiny Machine Learning (TinyML) Revenue in Global Market (2017-2022)
        7.6.5 Meta Platforms/Facebook Key News
    7.7 EdgeImpulse Inc.
        7.7.1 EdgeImpulse Inc. Corporate Summary
        7.7.2 EdgeImpulse Inc. Business Overview
        7.7.3 EdgeImpulse Inc. Tiny Machine Learning (TinyML) Major Product Offerings
        7.7.4 EdgeImpulse Inc. Tiny Machine Learning (TinyML) Revenue in Global Market (2017-2022)
        7.7.5 EdgeImpulse Inc. Key News
8 Conclusion
9 Appendix
    9.1 Note
    9.2 Examples of Clients
    9.3 Disclaimer

List of Tables
    Table 1. Tiny Machine Learning (TinyML) Market Opportunities & Trends in Global Market
    Table 2. Tiny Machine Learning (TinyML) Market Drivers in Global Market
    Table 3. Tiny Machine Learning (TinyML) Market Restraints in Global Market
    Table 4. Key Players of Tiny Machine Learning (TinyML) in Global Market
    Table 5. Top Tiny Machine Learning (TinyML) Players in Global Market, Ranking by Revenue (2021)
    Table 6. Global Tiny Machine Learning (TinyML) Revenue by Companies, (US$, Mn), 2017-2022
    Table 7. Global Tiny Machine Learning (TinyML) Revenue Share by Companies, 2017-2022
    Table 8. Global Companies Tiny Machine Learning (TinyML) Product Type
    Table 9. List of Global Tier 1 Tiny Machine Learning (TinyML) Companies, Revenue (US$, Mn) in 2021 and Market Share
    Table 10. List of Global Tier 2 and Tier 3 Tiny Machine Learning (TinyML) Companies, Revenue (US$, Mn) in 2021 and Market Share
    Table 11. By Type – Global Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2021 & 2028
    Table 12. By Type - Tiny Machine Learning (TinyML) Revenue in Global (US$, Mn), 2017-2022
    Table 13. By Type - Tiny Machine Learning (TinyML) Revenue in Global (US$, Mn), 2023-2028
    Table 14. By Application – Global Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2021 & 2028
    Table 15. By Application - Tiny Machine Learning (TinyML) Revenue in Global (US$, Mn), 2017-2022
    Table 16. By Application - Tiny Machine Learning (TinyML) Revenue in Global (US$, Mn), 2023-2028
    Table 17. By Region – Global Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2021 & 2028
    Table 18. By Region - Global Tiny Machine Learning (TinyML) Revenue (US$, Mn), 2017-2022
    Table 19. By Region - Global Tiny Machine Learning (TinyML) Revenue (US$, Mn), 2023-2028
    Table 20. By Country - North America Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2022
    Table 21. By Country - North America Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2023-2028
    Table 22. By Country - Europe Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2022
    Table 23. By Country - Europe Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2023-2028
    Table 24. By Region - Asia Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2022
    Table 25. By Region - Asia Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2023-2028
    Table 26. By Country - South America Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2022
    Table 27. By Country - South America Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2023-2028
    Table 28. By Country - Middle East & Africa Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2022
    Table 29. By Country - Middle East & Africa Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2023-2028
    Table 30. Google Corporate Summary
    Table 31. Google Tiny Machine Learning (TinyML) Product Offerings
    Table 32. Google Tiny Machine Learning (TinyML) Revenue (US$, Mn), (2017-2022)
    Table 33. Microsoft Corporate Summary
    Table 34. Microsoft Tiny Machine Learning (TinyML) Product Offerings
    Table 35. Microsoft Tiny Machine Learning (TinyML) Revenue (US$, Mn), (2017-2022)
    Table 36. ARM Corporate Summary
    Table 37. ARM Tiny Machine Learning (TinyML) Product Offerings
    Table 38. ARM Tiny Machine Learning (TinyML) Revenue (US$, Mn), (2017-2022)
    Table 39. STMicroelectronics Corporate Summary
    Table 40. STMicroelectronics Tiny Machine Learning (TinyML) Product Offerings
    Table 41. STMicroelectronics Tiny Machine Learning (TinyML) Revenue (US$, Mn), (2017-2022)
    Table 42. Cartesian Corporate Summary
    Table 43. Cartesian Tiny Machine Learning (TinyML) Product Offerings
    Table 44. Cartesian Tiny Machine Learning (TinyML) Revenue (US$, Mn), (2017-2022)
    Table 45. Meta Platforms/Facebook Corporate Summary
    Table 46. Meta Platforms/Facebook Tiny Machine Learning (TinyML) Product Offerings
    Table 47. Meta Platforms/Facebook Tiny Machine Learning (TinyML) Revenue (US$, Mn), (2017-2022)
    Table 48. EdgeImpulse Inc. Corporate Summary
    Table 49. EdgeImpulse Inc. Tiny Machine Learning (TinyML) Product Offerings
    Table 50. EdgeImpulse Inc. Tiny Machine Learning (TinyML) Revenue (US$, Mn), (2017-2022)
List of Figures
    Figure 1. Tiny Machine Learning (TinyML) Segment by Type in 2021
    Figure 2. Tiny Machine Learning (TinyML) Segment by Application in 2021
    Figure 3. Global Tiny Machine Learning (TinyML) Market Overview: 2021
    Figure 4. Key Caveats
    Figure 5. Global Tiny Machine Learning (TinyML) Market Size: 2021 VS 2028 (US$, Mn)
    Figure 6. Global Tiny Machine Learning (TinyML) Revenue, 2017-2028 (US$, Mn)
    Figure 7. The Top 3 and 5 Players Market Share by Tiny Machine Learning (TinyML) Revenue in 2021
    Figure 8. By Type - Global Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    Figure 9. By Application - Global Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    Figure 10. By Region - Global Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    Figure 11. By Country - North America Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    Figure 12. US Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 13. Canada Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 14. Mexico Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 15. By Country - Europe Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    Figure 16. Germany Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 17. France Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 18. U.K. Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 19. Italy Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 20. Russia Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 21. Nordic Countries Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 22. Benelux Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 23. By Region - Asia Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    Figure 24. China Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 25. Japan Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 26. South Korea Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 27. Southeast Asia Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 28. India Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 29. By Country - South America Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    Figure 30. Brazil Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 31. Argentina Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 32. By Country - Middle East & Africa Tiny Machine Learning (TinyML) Revenue Market Share, 2017-2028
    Figure 33. Turkey Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 34. Israel Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 35. Saudi Arabia Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 36. UAE Tiny Machine Learning (TinyML) Revenue, (US$, Mn), 2017-2028
    Figure 37. Google Tiny Machine Learning (TinyML) Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
    Figure 38. Microsoft Tiny Machine Learning (TinyML) Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
    Figure 39. ARM Tiny Machine Learning (TinyML) Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
    Figure 40. STMicroelectronics Tiny Machine Learning (TinyML) Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
    Figure 41. Cartesian Tiny Machine Learning (TinyML) Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
    Figure 42. Meta Platforms/Facebook Tiny Machine Learning (TinyML) Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
    Figure 43. EdgeImpulse Inc. Tiny Machine Learning (TinyML) Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
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Frequently Asked Questions
Tiny Machine Learning Market report offers great insights of the market and consumer data and their interpretation through various figures and graphs. Report has embedded global market and regional market deep analysis through various research methodologies. The report also offers great competitor analysis of the industries and highlights the key aspect of their business like success stories, market development and growth rate.
Tiny Machine Learning Market report is categorised based on following features:
  1. Global Market Players
  2. Geopolitical regions
  3. Consumer Insights
  4. Technological advancement
  5. Historic and Future Analysis of the Market
Tiny Machine Learning Market report is designed on the six basic aspects of analysing the market, which covers the SWOT and SWAR analysis like strength, weakness, opportunity, threat, aspirations and results. This methodology helps investors to reach on to the desired and correct decision to put their capital into the market.

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