Global Tiny Machine Learning (TinyML) Market Research Report 2023

Report ID: 1746938 | Published Date: Jan 2025 | No. of Page: 89 | Base Year: 2024 | Rating: 4.5 | Webstory: Check our Web story
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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: 2017 VS 2021 VS 2028
        1.2.2 C Language
        1.2.3 Java
    1.3 Market by Application
        1.3.1 Global Tiny Machine Learning (TinyML) Market Share by Application: 2017 VS 2021 VS 2028
        1.3.2 Manufacturing
        1.3.3 Retail
        1.3.4 Agriculture
        1.3.5 Healthcare
    1.4 Study Objectives
    1.5 Years Considered
2 Global Growth Trends
    2.1 Global Tiny Machine Learning (TinyML) Market Perspective (2017-2028)
    2.2 Tiny Machine Learning (TinyML) Growth Trends by Region
        2.2.1 Tiny Machine Learning (TinyML) Market Size by Region: 2017 VS 2021 VS 2028
        2.2.2 Tiny Machine Learning (TinyML) Historic Market Size by Region (2017-2022)
        2.2.3 Tiny Machine Learning (TinyML) Forecasted Market Size by Region (2023-2028)
    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 (2017-2022)
        3.1.2 Global Tiny Machine Learning (TinyML) Revenue Market Share by Players (2017-2022)
    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 2021
    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 (2017-2022)
    4.2 Global Tiny Machine Learning (TinyML) Forecasted Market Size by Type (2023-2028)
5 Tiny Machine Learning (TinyML) Breakdown Data by Application
    5.1 Global Tiny Machine Learning (TinyML) Historic Market Size by Application (2017-2022)
    5.2 Global Tiny Machine Learning (TinyML) Forecasted Market Size by Application (2023-2028)
6 North America
    6.1 North America Tiny Machine Learning (TinyML) Market Size (2017-2028)
    6.2 North America Tiny Machine Learning (TinyML) Market Size by Country (2017-2022)
    6.3 North America Tiny Machine Learning (TinyML) Market Size by Country (2023-2028)
    6.4 United States
    6.5 Canada
7 Europe
    7.1 Europe Tiny Machine Learning (TinyML) Market Size (2017-2028)
    7.2 Europe Tiny Machine Learning (TinyML) Market Size by Country (2017-2022)
    7.3 Europe Tiny Machine Learning (TinyML) Market Size by Country (2023-2028)
    7.4 Germany
    7.5 France
    7.6 U.K.
    7.7 Italy
    7.8 Russia
    7.9 Nordic Countries
8 Asia-Pacific
    8.1 Asia-Pacific Tiny Machine Learning (TinyML) Market Size (2017-2028)
    8.2 Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Country (2017-2022)
    8.3 Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Country (2023-2028)
    8.4 China
    8.5 Japan
    8.6 South Korea
    8.7 Southeast Asia
    8.8 India
    8.9 Australia
9 Latin America
    9.1 Latin America Tiny Machine Learning (TinyML) Market Size (2017-2028)
    9.2 Latin America Tiny Machine Learning (TinyML) Market Size by Country (2017-2022)
    9.3 Latin America Tiny Machine Learning (TinyML) Market Size by Country (2023-2028)
    9.4 Mexico
    9.5 Brazil
10 Middle East & Africa
    10.1 Middle East & Africa Tiny Machine Learning (TinyML) Market Size (2017-2028)
    10.2 Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country (2017-2022)
    10.3 Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country (2023-2028)
    10.4 Turkey
    10.5 Saudi Arabia
    10.6 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 (2017-2022)
        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 (2017-2022)
        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 (2017-2022)
        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 (2017-2022)
        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 (2017-2022)
        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 (2017-2022)
        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 (2017-2022)
        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
    Table 1. Global Tiny Machine Learning (TinyML) Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
    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): 2017 VS 2021 VS 2028
    Table 5. Global Tiny Machine Learning (TinyML) Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
    Table 6. Global Tiny Machine Learning (TinyML) Market Size by Region (2017-2022) & (US$ Million)
    Table 7. Global Tiny Machine Learning (TinyML) Market Share by Region (2017-2022)
    Table 8. Global Tiny Machine Learning (TinyML) Forecasted Market Size by Region (2023-2028) & (US$ Million)
    Table 9. Global Tiny Machine Learning (TinyML) Market Share by Region (2023-2028)
    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 (2017-2022) & (US$ Million)
    Table 15. Global Tiny Machine Learning (TinyML) Market Share by Players (2017-2022)
    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 2021)
    Table 17. Ranking of Global Top Tiny Machine Learning (TinyML) Companies by Revenue (US$ Million) in 2021
    Table 18. Global 5 Largest Players Market Share by Tiny Machine Learning (TinyML) Revenue (CR5 and HHI) & (2017-2022)
    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 (2017-2022) & (US$ Million)
    Table 24. Global Tiny Machine Learning (TinyML) Revenue Market Share by Type (2017-2022)
    Table 25. Global Tiny Machine Learning (TinyML) Forecasted Market Size by Type (2023-2028) & (US$ Million)
    Table 26. Global Tiny Machine Learning (TinyML) Revenue Market Share by Type (2023-2028)
    Table 27. Global Tiny Machine Learning (TinyML) Market Size by Application (2017-2022) & (US$ Million)
    Table 28. Global Tiny Machine Learning (TinyML) Revenue Market Share by Application (2017-2022)
    Table 29. Global Tiny Machine Learning (TinyML) Forecasted Market Size by Application (2023-2028) & (US$ Million)
    Table 30. Global Tiny Machine Learning (TinyML) Revenue Market Share by Application (2023-2028)
    Table 31. North America Tiny Machine Learning (TinyML) Market Size by Country (2017-2022) & (US$ Million)
    Table 32. North America Tiny Machine Learning (TinyML) Market Size by Country (2023-2028) & (US$ Million)
    Table 33. Europe Tiny Machine Learning (TinyML) Market Size by Country (2017-2022) & (US$ Million)
    Table 34. Europe Tiny Machine Learning (TinyML) Market Size by Country (2023-2028) & (US$ Million)
    Table 35. Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Region (2017-2022) & (US$ Million)
    Table 36. Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Region (2023-2028) & (US$ Million)
    Table 37. Latin America Tiny Machine Learning (TinyML) Market Size by Country (2017-2022) & (US$ Million)
    Table 38. Latin America Tiny Machine Learning (TinyML) Market Size by Country (2023-2028) & (US$ Million)
    Table 39. Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country (2017-2022) & (US$ Million)
    Table 40. Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country (2023-2028) & (US$ Million)
    Table 41. Google Company Detail
    Table 42. Google Business Overview
    Table 43. Google Tiny Machine Learning (TinyML) Product
    Table 44. Google Revenue in Tiny Machine Learning (TinyML) Business (2017-2022) & (US$ Million)
    Table 45. Google Recent Development
    Table 46. Microsoft Company Detail
    Table 47. Microsoft Business Overview
    Table 48. Microsoft Tiny Machine Learning (TinyML) Product
    Table 49. Microsoft Revenue in Tiny Machine Learning (TinyML) Business (2017-2022) & (US$ Million)
    Table 50. Microsoft Recent Development
    Table 51. ARM Company Detail
    Table 52. ARM Business Overview
    Table 53. ARM Tiny Machine Learning (TinyML) Product
    Table 54. ARM Revenue in Tiny Machine Learning (TinyML) Business (2017-2022) & (US$ Million)
    Table 55. ARM Recent Development
    Table 56. STMicroelectronics Company Detail
    Table 57. STMicroelectronics Business Overview
    Table 58. STMicroelectronics Tiny Machine Learning (TinyML) Product
    Table 59. STMicroelectronics Revenue in Tiny Machine Learning (TinyML) Business (2017-2022) & (US$ Million)
    Table 60. STMicroelectronics Recent Development
    Table 61. Cartesian Company Detail
    Table 62. Cartesian Business Overview
    Table 63. Cartesian Tiny Machine Learning (TinyML) Product
    Table 64. Cartesian Revenue in Tiny Machine Learning (TinyML) Business (2017-2022) & (US$ Million)
    Table 65. Cartesian Recent Development
    Table 66. Meta Platforms/Facebook Company Detail
    Table 67. Meta Platforms/Facebook Business Overview
    Table 68. Meta Platforms/Facebook Tiny Machine Learning (TinyML) Product
    Table 69. Meta Platforms/Facebook Revenue in Tiny Machine Learning (TinyML) Business (2017-2022) & (US$ Million)
    Table 70. Meta Platforms/Facebook Recent Development
    Table 71. EdgeImpulse Inc. Company Detail
    Table 72. EdgeImpulse Inc. Business Overview
    Table 73. EdgeImpulse Inc. Tiny Machine Learning (TinyML) Product
    Table 74. EdgeImpulse Inc. Revenue in Tiny Machine Learning (TinyML) Business (2017-2022) & (US$ Million)
    Table 75. EdgeImpulse Inc. Recent Development
    Table 76. Research Programs/Design for This Report
    Table 77. Key Data Information from Secondary Sources
    Table 78. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Tiny Machine Learning (TinyML) Market Share by Type: 2021 VS 2028
    Figure 2. C Language Features
    Figure 3. Java Features
    Figure 4. Global Tiny Machine Learning (TinyML) Market Share by Application in 2021 & 2028
    Figure 5. Manufacturing Case Studies
    Figure 6. Retail Case Studies
    Figure 7. Agriculture Case Studies
    Figure 8. Healthcare Case Studies
    Figure 9. Tiny Machine Learning (TinyML) Report Years Considered
    Figure 10. Global Tiny Machine Learning (TinyML) Market Size (US$ Million), Year-over-Year: 2017-2028
    Figure 11. Global Tiny Machine Learning (TinyML) Market Size, (US$ Million), 2017 VS 2021 VS 2028
    Figure 12. Global Tiny Machine Learning (TinyML) Market Share by Region: 2021 VS 2028
    Figure 13. Global Tiny Machine Learning (TinyML) Market Share by Players in 2021
    Figure 14. 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 2021)
    Figure 15. The Top 10 and 5 Players Market Share by Tiny Machine Learning (TinyML) Revenue in 2021
    Figure 16. North America Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 17. North America Tiny Machine Learning (TinyML) Market Share by Country (2017-2028)
    Figure 18. United States Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 19. Canada Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 20. Europe Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 21. Europe Tiny Machine Learning (TinyML) Market Share by Country (2017-2028)
    Figure 22. Germany Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 23. France Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 24. U.K. Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 25. Italy Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 26. Russia Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 27. Nordic Countries Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 28. Asia-Pacific Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 29. Asia-Pacific Tiny Machine Learning (TinyML) Market Share by Region (2017-2028)
    Figure 30. China Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 31. Japan Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 32. South Korea Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 33. Southeast Asia Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 34. India Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 35. Australia Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 36. Latin America Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 37. Latin America Tiny Machine Learning (TinyML) Market Share by Country (2017-2028)
    Figure 38. Mexico Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 39. Brazil Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 40. Middle East & Africa Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 41. Middle East & Africa Tiny Machine Learning (TinyML) Market Share by Country (2017-2028)
    Figure 42. Turkey Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 43. Saudi Arabia Tiny Machine Learning (TinyML) Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 44. Google Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2017-2022)
    Figure 45. Microsoft Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2017-2022)
    Figure 46. ARM Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2017-2022)
    Figure 47. STMicroelectronics Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2017-2022)
    Figure 48. Cartesian Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2017-2022)
    Figure 49. Meta Platforms/Facebook Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2017-2022)
    Figure 50. EdgeImpulse Inc. Revenue Growth Rate in Tiny Machine Learning (TinyML) Business (2017-2022)
    Figure 51. Bottom-up and Top-down Approaches for This Report
    Figure 52. Data Triangulation
    Figure 53. Key Executives Interviewed
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Companies Included in Reports:
Google
Microsoft
ARM
STMicroelectronics
Cartesian
Meta Platforms/Facebook
EdgeImpulse Inc.
Frequently Asked Questions
Tiny Machine Learning (TinyML) 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 (TinyML) 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 (TinyML) 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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