List of Tables
Table 1. Tiny Machine Learning (TinyML) Market Trends
Table 2. Tiny Machine Learning (TinyML) Market Drivers & Opportunity
Table 3. Tiny Machine Learning (TinyML) Market Challenges
Table 4. Tiny Machine Learning (TinyML) Market Restraints
Table 5. Global Tiny Machine Learning (TinyML) Revenue by Company (2019-2024) & (US$ Million)
Table 6. Global Tiny Machine Learning (TinyML) Revenue Market Share by Company (2019-2024)
Table 7. Key Companies Tiny Machine Learning (TinyML) Manufacturing Base Distribution and Headquarters
Table 8. Key Companies Tiny Machine Learning (TinyML) Product Type
Table 9. Key Companies Time to Begin Mass Production of Tiny Machine Learning (TinyML)
Table 10. Global Tiny Machine Learning (TinyML) Companies Market Concentration Ratio (CR5 and HHI)
Table 11. Global Top Companies Market Share by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Tiny Machine Learning (TinyML) as of 2023)
Table 12. Mergers & Acquisitions, Expansion Plans
Table 13. Global Tiny Machine Learning (TinyML) Sales Value by Type: 2019 VS 2023 VS 2030 (US$ Million)
Table 14. Global Tiny Machine Learning (TinyML) Sales Value by Type (2019-2024) & (US$ Million)
Table 15. Global Tiny Machine Learning (TinyML) Sales Value by Type (2025-2030) & (US$ Million)
Table 16. Global Tiny Machine Learning (TinyML) Sales Market Share in Value by Type (2019-2024) & (%)
Table 17. Global Tiny Machine Learning (TinyML) Sales Market Share in Value by Type (2025-2030) & (%)
Table 18. Global Tiny Machine Learning (TinyML) Sales Value by Application: 2019 VS 2023 VS 2030 (US$ Million)
Table 19. Global Tiny Machine Learning (TinyML) Sales Value by Application (2019-2024) & (US$ Million)
Table 20. Global Tiny Machine Learning (TinyML) Sales Value by Application (2025-2030) & (US$ Million)
Table 21. Global Tiny Machine Learning (TinyML) Sales Market Share in Value by Application (2019-2024) & (%)
Table 22. Global Tiny Machine Learning (TinyML) Sales Market Share in Value by Application (2025-2030) & (%)
Table 23. Global Tiny Machine Learning (TinyML) Sales Value by Region: 2019 VS 2023 VS 2030 (US$ Million)
Table 24. Global Tiny Machine Learning (TinyML) Sales Value by Region (2019-2024) & (US$ Million)
Table 25. Global Tiny Machine Learning (TinyML) Sales Value by Region (2025-2030) & (US$ Million)
Table 26. Global Tiny Machine Learning (TinyML) Sales Value by Region (2019-2024) & (%)
Table 27. Global Tiny Machine Learning (TinyML) Sales Value by Region (2025-2030) & (%)
Table 28. Key Countries/Regions Tiny Machine Learning (TinyML) Sales Value Growth Trends, (US$ Million): 2019 VS 2023 VS 2030
Table 29. Key Countries/Regions Tiny Machine Learning (TinyML) Sales Value, (2019-2024) & (US$ Million)
Table 30. Key Countries/Regions Tiny Machine Learning (TinyML) Sales Value, (2025-2030) & (US$ Million)
Table 31. Google Basic Information List
Table 32. Google Description and Business Overview
Table 33. Google Tiny Machine Learning (TinyML) Products, Services and Solutions
Table 34. Revenue (US$ Million) in Tiny Machine Learning (TinyML) Business of Google (2019-2024)
Table 35. Google Recent Developments
Table 36. Microsoft Basic Information List
Table 37. Microsoft Description and Business Overview
Table 38. Microsoft Tiny Machine Learning (TinyML) Products, Services and Solutions
Table 39. Revenue (US$ Million) in Tiny Machine Learning (TinyML) Business of Microsoft (2019-2024)
Table 40. Microsoft Recent Developments
Table 41. ARM Basic Information List
Table 42. ARM Description and Business Overview
Table 43. ARM Tiny Machine Learning (TinyML) Products, Services and Solutions
Table 44. Revenue (US$ Million) in Tiny Machine Learning (TinyML) Business of ARM (2019-2024)
Table 45. ARM Recent Developments
Table 46. STMicroelectronics Basic Information List
Table 47. STMicroelectronics Description and Business Overview
Table 48. STMicroelectronics Tiny Machine Learning (TinyML) Products, Services and Solutions
Table 49. Revenue (US$ Million) in Tiny Machine Learning (TinyML) Business of STMicroelectronics (2019-2024)
Table 50. STMicroelectronics Recent Developments
Table 51. Cartesian Basic Information List
Table 52. Cartesian Description and Business Overview
Table 53. Cartesian Tiny Machine Learning (TinyML) Products, Services and Solutions
Table 54. Revenue (US$ Million) in Tiny Machine Learning (TinyML) Business of Cartesian (2019-2024)
Table 55. Cartesian Recent Developments
Table 56. Meta Platforms/Facebook Basic Information List
Table 57. Meta Platforms/Facebook Description and Business Overview
Table 58. Meta Platforms/Facebook Tiny Machine Learning (TinyML) Products, Services and Solutions
Table 59. Revenue (US$ Million) in Tiny Machine Learning (TinyML) Business of Meta Platforms/Facebook (2019-2024)
Table 60. Meta Platforms/Facebook Recent Developments
Table 61. EdgeImpulse Inc. Basic Information List
Table 62. EdgeImpulse Inc. Description and Business Overview
Table 63. EdgeImpulse Inc. Tiny Machine Learning (TinyML) Products, Services and Solutions
Table 64. Revenue (US$ Million) in Tiny Machine Learning (TinyML) Business of EdgeImpulse Inc. (2019-2024)
Table 65. EdgeImpulse Inc. Recent Developments
Table 66. Key Raw Materials Lists
Table 67. Raw Materials Key Suppliers Lists
Table 68. Tiny Machine Learning (TinyML) Downstream Customers
Table 69. Tiny Machine Learning (TinyML) Distributors List
Table 70. Research Programs/Design for This Report
Table 71. Key Data Information from Secondary Sources
Table 72. Key Data Information from Primary Sources
Table 73. Business Unit and Senior & Team Lead Analysts
List of Figures
Figure 1. Tiny Machine Learning (TinyML) Product Picture
Figure 2. Global Tiny Machine Learning (TinyML) Sales Value, 2019 VS 2023 VS 2030 (US$ Million)
Figure 3. Global Tiny Machine Learning (TinyML) Sales Value (2019-2030) & (US$ Million)
Figure 4. Tiny Machine Learning (TinyML) Report Years Considered
Figure 5. Global Tiny Machine Learning (TinyML) Players Revenue Ranking (2023) & (US$ Million)
Figure 6. The 5 and 10 Largest Manufacturers in the World: Market Share by Tiny Machine Learning (TinyML) Revenue in 2023
Figure 7. Tiny Machine Learning (TinyML) Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2019 VS 2023
Figure 8. C Language Picture
Figure 9. Java Picture
Figure 10. Global Tiny Machine Learning (TinyML) Sales Value by Type (2019 VS 2023 VS 2030) & (US$ Million)
Figure 11. Global Tiny Machine Learning (TinyML) Sales Value Market Share by Type, 2023 & 2030
Figure 12. Product Picture of Manufacturing
Figure 13. Product Picture of Retail
Figure 14. Product Picture of Agriculture
Figure 15. Product Picture of Healthcare
Figure 16. Global Tiny Machine Learning (TinyML) Sales Value by Application (2019 VS 2023 VS 2030) & (US$ Million)
Figure 17. Global Tiny Machine Learning (TinyML) Sales Value Market Share by Application, 2023 & 2030
Figure 18. North America Tiny Machine Learning (TinyML) Sales Value (2019-2030) & (US$ Million)
Figure 19. North America Tiny Machine Learning (TinyML) Sales Value by Country (%), 2023 VS 2030
Figure 20. Europe Tiny Machine Learning (TinyML) Sales Value (2019-2030) & (US$ Million)
Figure 21. Europe Tiny Machine Learning (TinyML) Sales Value by Country (%), 2023 VS 2030
Figure 22. Asia Pacific Tiny Machine Learning (TinyML) Sales Value (2019-2030) & (US$ Million)
Figure 23. Asia Pacific Tiny Machine Learning (TinyML) Sales Value by Country (%), 2023 VS 2030
Figure 24. South America Tiny Machine Learning (TinyML) Sales Value (2019-2030) & (US$ Million)
Figure 25. South America Tiny Machine Learning (TinyML) Sales Value by Country (%), 2023 VS 2030
Figure 26. Middle East & Africa Tiny Machine Learning (TinyML) Sales Value (2019-2030) & (US$ Million)
Figure 27. Middle East & Africa Tiny Machine Learning (TinyML) Sales Value by Country (%), 2023 VS 2030
Figure 28. Key Countries/Regions Tiny Machine Learning (TinyML) Sales Value (%), (2019-2030)
Figure 29. United States Tiny Machine Learning (TinyML) Sales Value, (2019-2030) & (US$ Million)
Figure 30. United States Tiny Machine Learning (TinyML) Sales Value by Type (%), 2023 VS 2030
Figure 31. United States Tiny Machine Learning (TinyML) Sales Value by Application (%), 2023 VS 2030
Figure 32. Europe Tiny Machine Learning (TinyML) Sales Value, (2019-2030) & (US$ Million)
Figure 33. Europe Tiny Machine Learning (TinyML) Sales Value by Type (%), 2023 VS 2030
Figure 34. Europe Tiny Machine Learning (TinyML) Sales Value by Application (%), 2023 VS 2030
Figure 35. China Tiny Machine Learning (TinyML) Sales Value, (2019-2030) & (US$ Million)
Figure 36. China Tiny Machine Learning (TinyML) Sales Value by Type (%), 2023 VS 2030
Figure 37. China Tiny Machine Learning (TinyML) Sales Value by Application (%), 2023 VS 2030
Figure 38. Japan Tiny Machine Learning (TinyML) Sales Value, (2019-2030) & (US$ Million)
Figure 39. Japan Tiny Machine Learning (TinyML) Sales Value by Type (%), 2023 VS 2030
Figure 40. Japan Tiny Machine Learning (TinyML) Sales Value by Application (%), 2023 VS 2030
Figure 41. South Korea Tiny Machine Learning (TinyML) Sales Value, (2019-2030) & (US$ Million)
Figure 42. South Korea Tiny Machine Learning (TinyML) Sales Value by Type (%), 2023 VS 2030
Figure 43. South Korea Tiny Machine Learning (TinyML) Sales Value by Application (%), 2023 VS 2030
Figure 44. Southeast Asia Tiny Machine Learning (TinyML) Sales Value, (2019-2030) & (US$ Million)
Figure 45. Southeast Asia Tiny Machine Learning (TinyML) Sales Value by Type (%), 2023 VS 2030
Figure 46. Southeast Asia Tiny Machine Learning (TinyML) Sales Value by Application (%), 2023 VS 2030
Figure 47. India Tiny Machine Learning (TinyML) Sales Value, (2019-2030) & (US$ Million)
Figure 48. India Tiny Machine Learning (TinyML) Sales Value by Type (%), 2023 VS 2030
Figure 49. India Tiny Machine Learning (TinyML) Sales Value by Application (%), 2023 VS 2030
Figure 50. Tiny Machine Learning (TinyML) Industrial Chain
Figure 51. Tiny Machine Learning (TinyML) Manufacturing Cost Structure
Figure 52. Channels of Distribution (Direct Sales, and Distribution)
Figure 53. Bottom-up and Top-down Approaches for This Report
Figure 54. Data Triangulation
