List of Tables
Table 1. Global Edge Machine Learning (Edge ML) Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Hardware
Table 3. Key Players of Software and Services
Table 4. Global Edge Machine Learning (Edge ML) Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 5. Global Edge Machine Learning (Edge ML) Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Edge Machine Learning (Edge ML) Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Edge Machine Learning (Edge ML) Market Share by Region (2020-2025)
Table 8. Global Edge Machine Learning (Edge ML) Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Edge Machine Learning (Edge ML) Market Share by Region (2026-2031)
Table 10. Edge Machine Learning (Edge ML) Market Trends
Table 11. Edge Machine Learning (Edge ML) Market Drivers
Table 12. Edge Machine Learning (Edge ML) Market Challenges
Table 13. Edge Machine Learning (Edge ML) Market Restraints
Table 14. Global Edge Machine Learning (Edge ML) Revenue by Players (2020-2025) & (US$ Million)
Table 15. Global Edge Machine Learning (Edge ML) Market Share by Players (2020-2025)
Table 16. Global Top Edge Machine Learning (Edge ML) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge Machine Learning (Edge ML) as of 2024)
Table 17. Ranking of Global Top Edge Machine Learning (Edge ML) Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Edge Machine Learning (Edge ML) Revenue (CR5 and HHI) & (2020-2025)
Table 19. Global Key Players of Edge Machine Learning (Edge ML), Headquarters and Area Served
Table 20. Global Key Players of Edge Machine Learning (Edge ML), Product and Application
Table 21. Global Key Players of Edge Machine Learning (Edge ML), Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Edge Machine Learning (Edge ML) Market Size by Type (2020-2025) & (US$ Million)
Table 24. Global Edge Machine Learning (Edge ML) Revenue Market Share by Type (2020-2025)
Table 25. Global Edge Machine Learning (Edge ML) Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Edge Machine Learning (Edge ML) Revenue Market Share by Type (2026-2031)
Table 27. Global Edge Machine Learning (Edge ML) Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Edge Machine Learning (Edge ML) Revenue Market Share by Application (2020-2025)
Table 29. Global Edge Machine Learning (Edge ML) Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Edge Machine Learning (Edge ML) Revenue Market Share by Application (2026-2031)
Table 31. North America Edge Machine Learning (Edge ML) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Edge Machine Learning (Edge ML) Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Edge Machine Learning (Edge ML) Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Edge Machine Learning (Edge ML) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Edge Machine Learning (Edge ML) Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Edge Machine Learning (Edge ML) Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Edge Machine Learning (Edge ML) Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Edge Machine Learning (Edge ML) Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Edge Machine Learning (Edge ML) Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Edge Machine Learning (Edge ML) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Edge Machine Learning (Edge ML) Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Edge Machine Learning (Edge ML) Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Edge Machine Learning (Edge ML) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Edge Machine Learning (Edge ML) Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Edge Machine Learning (Edge ML) Market Size by Country (2026-2031) & (US$ Million)
Table 46. Microsoft Company Details
Table 47. Microsoft Business Overview
Table 48. Microsoft Edge Machine Learning (Edge ML) Product
Table 49. Microsoft Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 50. Microsoft Recent Development
Table 51. Edge Impulse Company Details
Table 52. Edge Impulse Business Overview
Table 53. Edge Impulse Edge Machine Learning (Edge ML) Product
Table 54. Edge Impulse Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 55. Edge Impulse Recent Development
Table 56. Imagimob Company Details
Table 57. Imagimob Business Overview
Table 58. Imagimob Edge Machine Learning (Edge ML) Product
Table 59. Imagimob Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 60. Imagimob Recent Development
Table 61. SensiML Company Details
Table 62. SensiML Business Overview
Table 63. SensiML Edge Machine Learning (Edge ML) Product
Table 64. SensiML Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 65. SensiML Recent Development
Table 66. Latent AI Company Details
Table 67. Latent AI Business Overview
Table 68. Latent AI Edge Machine Learning (Edge ML) Product
Table 69. Latent AI Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 70. Latent AI Recent Development
Table 71. Plumerai Company Details
Table 72. Plumerai Business Overview
Table 73. Plumerai Edge Machine Learning (Edge ML) Product
Table 74. Plumerai Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 75. Plumerai Recent Development
Table 76. DeGirum Company Details
Table 77. DeGirum Business Overview
Table 78. DeGirum Edge Machine Learning (Edge ML) Product
Table 79. DeGirum Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 80. DeGirum Recent Development
Table 81. NXP Company Details
Table 82. NXP Business Overview
Table 83. NXP Edge Machine Learning (Edge ML) Product
Table 84. NXP Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 85. NXP Recent Development
Table 86. Ekkono Solutions Company Details
Table 87. Ekkono Solutions Business Overview
Table 88. Ekkono Solutions Edge Machine Learning (Edge ML) Product
Table 89. Ekkono Solutions Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 90. Ekkono Solutions Recent Development
Table 91. Mjølner Informatics Company Details
Table 92. Mjølner Informatics Business Overview
Table 93. Mjølner Informatics Edge Machine Learning (Edge ML) Product
Table 94. Mjølner Informatics Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 95. Mjølner Informatics Recent Development
Table 96. STMicroelectronics Company Details
Table 97. STMicroelectronics Business Overview
Table 98. STMicroelectronics Edge Machine Learning (Edge ML) Product
Table 99. STMicroelectronics Revenue in Edge Machine Learning (Edge ML) Business (2020-2025) & (US$ Million)
Table 100. STMicroelectronics Recent Development
Table 101. Research Programs/Design for This Report
Table 102. Key Data Information from Secondary Sources
Table 103. Key Data Information from Primary Sources
Table 104. Authors List of This Report
List of Figures
Figure 1. Edge Machine Learning (Edge ML) Picture
Figure 2. Global Edge Machine Learning (Edge ML) Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Edge Machine Learning (Edge ML) Market Share by Type: 2024 VS 2031
Figure 4. Hardware Features
Figure 5. Software and Services Features
Figure 6. Global Edge Machine Learning (Edge ML) Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Edge Machine Learning (Edge ML) Market Share by Application: 2024 VS 2031
Figure 8. Automotive Case Studies
Figure 9. Manufacturing Case Studies
Figure 10. Retail Case Studies
Figure 11. Agriculture Case Studies
Figure 12. Healthcare Case Studies
Figure 13. Other Case Studies
Figure 14. Edge Machine Learning (Edge ML) Report Years Considered
Figure 15. Global Edge Machine Learning (Edge ML) Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 16. Global Edge Machine Learning (Edge ML) Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 17. Global Edge Machine Learning (Edge ML) Market Share by Region: 2024 VS 2031
Figure 18. Global Edge Machine Learning (Edge ML) Market Share by Players in 2024
Figure 19. Global Top Edge Machine Learning (Edge ML) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge Machine Learning (Edge ML) as of 2024)
Figure 20. The Top 10 and 5 Players Market Share by Edge Machine Learning (Edge ML) Revenue in 2024
Figure 21. North America Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. North America Edge Machine Learning (Edge ML) Market Share by Country (2020-2031)
Figure 23. United States Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Canada Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. Europe Edge Machine Learning (Edge ML) Market Share by Country (2020-2031)
Figure 27. Germany Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. France Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. U.K. Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Italy Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Russia Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Nordic Countries Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Asia-Pacific Edge Machine Learning (Edge ML) Market Share by Region (2020-2031)
Figure 35. China Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Japan Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. South Korea Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Southeast Asia Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. India Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Australia Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Latin America Edge Machine Learning (Edge ML) Market Share by Country (2020-2031)
Figure 43. Mexico Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Brazil Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Middle East & Africa Edge Machine Learning (Edge ML) Market Share by Country (2020-2031)
Figure 47. Turkey Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Saudi Arabia Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. UAE Edge Machine Learning (Edge ML) Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 50. Microsoft Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 51. Edge Impulse Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 52. Imagimob Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 53. SensiML Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 54. Latent AI Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 55. Plumerai Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 56. DeGirum Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 57. NXP Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 58. Ekkono Solutions Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 59. Mjølner Informatics Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 60. STMicroelectronics Revenue Growth Rate in Edge Machine Learning (Edge ML) Business (2020-2025)
Figure 61. Bottom-up and Top-down Approaches for This Report
Figure 62. Data Triangulation
Figure 63. Key Executives Interviewed