Tiny Machine Learning and Forecast Market
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)
Industry Market Size
