Artificial Intelligence and Machine Learning

This report delivers a quantitative assessment of Machine Learning (ML) usage across numerous consumer, commercial, and industrial device markets. The assessment was informed by, and further refined by, a qualitative analysis of the technological, business, and political drivers and constraints impacting the use of Artificial Intelligence (AI) technologies. The forecast addresses the total revenues generated by sales of chipsets to cloud service providers, and to those looking to enable AI at the edge. The forecast segments this chipset revenue by architecture type;

  • GPU
  • CPU
  • FPGA
  • ASIC
  • Other

Where AI inference and training is performed at the edge using dedicated chipsets these same architectures are given to segment the architecture of the chipsets. The forecast also covers the revenue that cloud service provider will generate by providing cloud training services to companies for training models related to the devices covered in the forecast. Detailed shipments and segmentation are provided for devices using AI in product-based Market Data (MD) research deliverables spanning;

  • Automotive
  • Mobile devices
  • Wearables
  • Smart Home
  • Gaming
  • Augmented Reality
  • Industrial
  • Smart Building
  • Finance
  • Smart Retail
  • Healthcare
  • Robotics
  • UAVs
  • Smart Transportation
  • Wireless Network Infrastructure
  • Energy
  • Camera Systems 

Device categories, segmentation, and annual shipment volumes used in this Artificial Intelligence and Machine Learning MD are derived from existing device and product data sets. Further analysis is performed to document and forecast shipments of active AI/ML-enabled devices. The forecast segments where AI inference and training takes place in each device, whether that’s in the cloud, on-device, at a gateway, or at an on-premise server. The forecast also addresses chipset sales for enabling AI in different devices

Tables

Click a table title to see what's included in the data.
  1. Definition, Edge AI Devices
  2. Total Annual Revenue from Cloud Service Training, World Markets, Forecast: 2017 to 2023
  3. Total Annual Revenue from Cloud Chip Purchases, World Markets, Forecast: 2017 to 2023
  4. Total Annual Revenue from Edge Training Chipset Sales, World Markets, Forecast: 2017 to 2023
  5. Total Annual Revenue from Edge Inference Chipset Sales, World Markets, Forecast: 2017 to 2023
  6. Total Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  7. Total Shipments of Devices with AI by System, World Markets, Forecast: 2017 to 2023
  8. Total Shipments of Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  9. Total Shipments of Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  10. Total Shipments of Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  11. Total Shipments of On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  12. Total Shipments of Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  13. Total Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  14. Total Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  15. Total Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  16. Total Chipsets Used in the Cloud for Inference by Architecture, World Markets, Forecast: 2017 to 2023
  17. Total Shipment Revenue for Cloud Inference Chipsets by Architecture, World Markets, Forecast: 2017 to 2023
  18. Total Chipsets Used in the Cloud for Training by Architecture, World Markets, Forecast: 2017 to 2023
  19. Total Shipment Revenue for Cloud Training Chipsets by Architecture, World Markets, Forecast: 2017 to 2023
  20. Total Annual Cloud Service Training Revenue, World Markets, Forecast: 2017 to 2023
  21. Total Shipments of Devices Using Dedicated Chipsets for Inference by Architecture, World Markets, Forecast: 2017 to 2023
  22. Total Annual Revenue from Shipments of Dedicated AI Chipsets for Inference by Architecture, World Markets, Forecast: 2017 to 2023
  23. Total Shipments of Devices Using Dedicated Chipsets for Training by Architecture, World Markets, Forecast: 2017 to 2023
  24. Total Annual Revenue from Shipments of Dedicated AI Chipsets for Training by Architecture, World Markets, Forecast: 2017 to 2023
  25. Total Mobile Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  26. Total Mobile Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  27. Total Shipments of Mobile Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  28. Total Shipments of Mobile Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  29. Total Shipments of Mobile Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  30. Total Shipments of Mobile On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  31. Total Shipments of Mobile Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  32. Total Mobile Device Implementation of Inference by Software and Dedicated Hardware, World Markets, Forecast: 2017 to 2023
  33. Total Mobile Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  34. Total Mobile Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  35. Total Wearables Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  36. Total Wearables Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  37. Total Shipments of Wearables Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  38. Total Shipments of Wearables Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  39. Total Shipments of Wearables Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  40. Total Shipments of Wearables On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  41. Total Shipments of Wearables Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  42. Total Wearables Device Implementation of AI Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  43. Total Wearables Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  44. Total Wearables Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  45. Total Automotive Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  46. Total Automotive Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  47. Total Shipments of Automotive Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  48. Total Shipments of Automotive Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  49. Total Shipments of Automotive Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  50. Total Shipments of Automotive On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  51. Total Shipments of Automotive Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  52. Total Automotive Device Implementation of Inference by Software and Dedicated Hardware, World Markets, Forecast: 2017 to 2023
  53. Total Automotive Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  54. Total Automotive Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  55. Total Smart Home Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  56. Total Smart Home Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  57. Total Shipments of Smart Home Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  58. Total Shipments of Smart Home Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  59. Total Shipments of Smart Home Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  60. Total Shipments of Smart Home On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  61. Total Shipments of Smart Home Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  62. Total Smart Home Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  63. Total Smart Home Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  64. Total Smart Home Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  65. Total Gaming Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  66. Total Gaming Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  67. Total Shipments of Gaming Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  68. Total Shipments of Gaming Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  69. Total Shipments of Gaming Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  70. Total Shipments of Gaming On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  71. Total Shipments of Gaming Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  72. Total Gaming Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  73. Total Gaming Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  74. Total Gaming Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  75. Total Robot Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  76. Total Robot Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  77. Total Shipments of Robot Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  78. Total Shipments of Robot Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  79. Total Shipments of Robot Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  80. Total Shipments of Robot On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  81. Total Shipments of Robot Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  82. Total Robot Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  83. Total Robot Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  84. Total Robot Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  85. Total UAV Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  86. Total UAV Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  87. Total Shipments of UAVs Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  88. Total Shipments of UAVs Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  89. Total Shipments of UAVs Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  90. Total Shipments of UAVs On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  91. Total Shipments of UAVs Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  92. Total UAVs Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  93. Total UAVs Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  94. Total UAVs Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  95. Total AR Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  96. Total AR Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  97. Total Shipments of AR Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  98. Total Shipments of AR Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  99. Total Shipments of AR Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  100. Total Shipments of AR On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  101. Total Shipments of AR Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  102. Total AR Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  103. Total AR Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  104. Total AR Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  105. Total Industrial Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  106. Total Industrial Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  107. Total Shipments of Industrial Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  108. Total Shipments of Industrial Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  109. Total Shipments of Industrial Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  110. Total Shipments of Industrial On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  111. Total Shipments of Industrial Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  112. Total Industrial Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  113. Total Industrial Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  114. Total Industrial Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  115. Total Smart Building Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  116. Total Smart Building Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  117. Total Shipments of Smart Building Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  118. Total Shipments of Smart Building Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  119. Total Shipments of Smart Building Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  120. Total Shipments of Smart Building On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  121. Total Shipments of Smart Building Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  122. Total Smart Building Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  123. Total Smart Building Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  124. Total Smart Building Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  125. Total Finance Device Shipments with AI Segmentation, World Markets, Forecast: 2017 to 2023
  126. Total Finance Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  127. Total Shipments of Finance Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  128. Total Shipments of Finance Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  129. Total Shipments of Finance Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  130. Total Shipments of Finance On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  131. Total Shipments of Finance Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  132. Total Finance Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  133. Total Finance Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  134. Total Finance Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  135. Total Smart Retail Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  136. Total Smart Retail Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  137. Total Shipments of Smart Retail Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  138. Total Shipments of Smart Retail Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  139. Total Shipments of Smart Retail Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  140. Total Shipments of Smart Retail On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  141. Total Shipments of Smart Retail Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  142. Total Smart Retail Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  143. Total Smart Retail Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  144. Total Smart Retail Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  145. Total Healthcare Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  146. Total Healthcare Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  147. Total Shipments of Healthcare Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  148. Total Shipments of Healthcare Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  149. Total Shipments of Healthcare Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  150. Total Shipments of Healthcare On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  151. Total Shipments of Healthcare Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  152. Total Healthcare Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  153. Total Healthcare Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  154. Total Healthcare Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  155. Total Smart Transportation Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  156. Total Smart Transportation Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  157. Total Shipments of Smart Transportation Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  158. Total Shipments of Smart Transportation Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  159. Total Shipments of Smart Transportation Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  160. Total Shipments of Smart Transportation On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  161. Total Shipments of Smart Transportation Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  162. Total Smart Transportation Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  163. Total Smart Transportation Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  164. Total Smart Transportation Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  165. Total Wireless Network Infrastructure Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  166. Total Wireless Network Infrastructure Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  167. Total Shipments of Wireless Network Infrastructure Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  168. Total Shipments of Wireless Network Infrastructure Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  169. Total Shipments of Wireless Network Infrastructure Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  170. Total Shipments of Wireless Network Infrastructure On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  171. Total Shipments of Wireless Network Infrastructure Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  172. Total Wireless Network Infrastructure Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  173. Total Wireless Network Infrastructure Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  174. Total Wireless Network Infrastructure Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  175. Total Energy Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  176. Total Energy Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  177. Total Shipments of Energy Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  178. Total Shipments of Energy Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  179. Total Shipments of Energy Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  180. Total Shipments of Energy On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  181. Total Shipments of Energy Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  182. Total Energy Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  183. Total Energy Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  184. Total Energy Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023
  185. Total Camera Device Shipments with AI, World Markets, Forecast: 2017 to 2023
  186. Total Camera Device Shipments with AI by System, World Markets, Forecast: 2017 to 2023
  187. Total Shipments of Camera Sensor-Based Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  188. Total Shipments of Camera Device-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  189. Total Shipments of Camera Gateway-Connected Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  190. Total Shipments of Camera On-Premise Server Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2023
  191. Total Shipments of Camera Device Inference and Training by Location, World Markets, Forecast: 2017 to 2023
  192. Total Camera Device Implementation of Inference by Software and Dedicated Chipsets, World Markets, Forecast: 2017 to 2023
  193. Total Camera Device Chipsets for Edge AI Inference by Architecture, World Markets, Forecast: 2017 to 2023
  194. Total Camera Device Chipsets for Edge AI Training by Architecture, World Markets, Forecast: 2017 to 2023

Companies Mentioned

Charts

  1. Total Annual Revenue from Cloud Service Training
  2. Total Annual Revenue from Cloud Chip Purchases
  3. Total Annual Revenue from Edge Training Chipset Sales
  4. Total Annual Revenue from Edge Inference Chipset Sales
  5. Total Shipments of AI Devices
  6. Total Shipments of Sensor-Based Systems by Location of Inference and Training
  7. Total Shipments of Sensor-Based Systems by Location of Inference
  8. Total Shipments of Sensor-Based Systems by Location of Training
  9. Total Shipments of Device-Connected Systems by Location of Inference
  10. Total Shipments of Device-Connected Systems by Location of Training
  11. Total Shipments of Gateway-Connected Systems by Location of Inference
  12. Total Shipments of Gateway-Connected Systems by Location of Training
  13. Total Shipments of On-Premise Server Systems by Location of Inference
  14. Total Shipments of On-Premise Server Systems by Location of Training
  15. % of Device AI Shipments by Location of Inference
  16. % of Device AI Shipments by Location of Training
  17. Total Shipments by Implementation of AI Inference by Software or Chipsets
  18. Total Shipments with Dedicated Inference Chipsets by Architecture
  19. Total Shipments with Dedicated Training Chipsets by Architecture
  20. Total Chipsets Shipments to Cloud Vendors for Inference by Architecture
  21. Total Shipment Revenue for Cloud Inference Chipsets by Architecture
  22. Total Chipsets Shipments to Cloud Vendors for Training by Architecture
  23. Total Shipment Revenue for Cloud Training Chipsets by Architecture
  24. Total Annual Cloud Service Training Revenue
  25. Total Shipments of Devices Using Dedicated Chipsets for Inference by Architecture
  26. Total Annual Revenue from Shipments of Dedicated AI Chipsets for Inference by Architecture
  27. Total Shipments of Devices Using Dedicated Chipsets for Training by Architecture
  28. Total Annual Revenue from Shipments of Dedicated AI Chipsets for Training by Architecture
  29. Total Shipments of Mobile AI Devices
  30. Total Shipments of Mobile Devices with Edge AI by System
  31. Total Shipments of Mobile Devices Sensor-Based Systems by Location of Inference
  32. Total Shipments of Mobile Devices Sensor-Based Systems by Location of Training
  33. Total Shipments of Mobile Device-Connected Systems by Location of Inference
  34. Total Shipments of Mobile Device-Connected Systems by Location of Training
  35. Total Shipments of Mobile Devices Gateway-Connected Systems by Location of Inference
  36. Total Shipments of Mobile Devices Gateway-Connected Systems by Location of Training
  37. Total Shipments of Mobile Devices On-Premise Server Systems by Location of Inference
  38. Total Shipments of Mobile Devices On-Premise Server Systems by Location of Training
  39. Total % of Mobile Device AI Shipments by Location of Inference
  40. Total % of Mobile Device AI Shipments by Location of Training
  41. Total Mobile Devices Shipments by Implementation of AI Inference by Software or Chipsets
  42. Total Mobile Devices Shipments with Dedicated Inference Chipsets by Architecture
  43. Total Mobile Devices Shipments with Dedicated Training Chipsets by Architecture
  44. Total Shipments of Wearable AI Devices
  45. Total Shipments of Wearable Devices with Edge AI by System
  46. Total Shipments of Wearable Devices Sensor-Based Systems by Location of Inference
  47. Total Shipments of Wearable Devices Sensor-Based Systems by Location of Training
  48. Total Shipments of Wearable Device-Connected Systems by Location of Inference
  49. Total Shipments of Wearable Device-Connected Systems by Location of Training
  50. Total Shipments of Wearable Devices Gateway-Connected Systems by Location of Inference
  51. Total Shipments of Wearable Devices Gateway-Connected Systems by Location of Training
  52. Total Shipments of Wearable Devices On-Premise Server Systems by Location of Inference
  53. Total Shipments of Wearable Devices On-Premise Server Systems by Location of Training
  54. Total % of Wearable Device AI Shipments by Location of Inference
  55. Total % of Wearable Device AI Shipments by Location of Training
  56. Total Wearable Devices Shipments by Implementation of AI Inference by Software or Chipsets
  57. Total Wearable Devices Shipments with Dedicated Inference Chipsets by Architecture
  58. Total Wearable Devices Shipments with Dedicated Training Chipsets by Architecture
  59. Total Shipments of Automotive AI Devices
  60. Total Shipments of Automotive Devices with Edge AI by System
  61. Total Shipments of Automotive Devices Sensor-Based Systems by Location of Inference
  62. Total Shipments of Automotive Devices Sensor-Based Systems by Location of Training
  63. Total Shipments of Automotive Device-Connected Systems by Location of Inference
  64. Total Shipments of Automotive Device-Connected Systems by Location of Training
  65. Total Shipments of Automotive Devices Gateway-Connected Systems by Location of Inference
  66. Total Shipments of Automotive Devices Gateway-Connected Systems by Location of Training
  67. Total Shipments of Automotive Devices On-Premise Server Systems by Location of Inference
  68. Total Shipments of Automotive Devices On-Premise Server Systems by Location of Training
  69. Total % of Automotive Device AI Shipments by Location of Inference
  70. Total % of Automotive Device AI Shipments by Location of Training
  71. Total Automotive Devices Shipments by Implementation of AI Inference by Software or Chipsets
  72. Total Automotive Devices Shipments with Dedicated Inference Chipsets by Architecture
  73. Total Automotive Devices Shipments with Dedicated Training Chipsets by Architecture
  74. Total Shipments of Smart Home AI Devices
  75. Total Shipments of Smart Home Devices with Edge AI by System
  76. Total Shipments of Smart Home Devices Sensor-Based Systems by Location of Inference
  77. Total Shipments of Smart Home Devices Sensor-Based Systems by Location of Training
  78. Total Shipments of Smart Home Device-Connected Systems by Location of Inference
  79. Total Shipments of Smart Home Device-Connected Systems by Location of Training
  80. Total Shipments of Smart Home Devices Gateway-Connected Systems by Location of Inference
  81. Total Shipments of Smart Home Devices Gateway-Connected Systems by Location of Training
  82. Total Shipments of Smart Home Devices On-Premise Server Systems by Location of Inference
  83. Total Shipments of Smart Home Devices On-Premise Server Systems by Location of Training
  84. Total % of Smart Home Device AI Shipments by Location of Inference
  85. Total % of Smart Home Device AI Shipments by Location of Training
  86. Total Smart Home Devices Shipments by Implementation of AI Inference by Software or Chipsets
  87. Total Smart Home Devices Shipments with Dedicated Inference Chipsets by Architecture
  88. Total Smart Home Devices Shipments with Dedicated Training Chipsets by Architecture
  89. Total Shipments of Gaming AI Devices
  90. Total Shipments of Gaming Devices with Edge AI by System
  91. Total Shipments of Gaming Devices Sensor-Based Systems by Location of Inference
  92. Total Shipments of Gaming Devices Sensor-Based Systems by Location of Training
  93. Total Shipments of Gaming Device-Connected Systems by Location of Inference
  94. Total Shipments of Gaming Device-Connected Systems by Location of Training
  95. Total Shipments of Gaming Devices Gateway-Connected Systems by Location of Inference
  96. Total Shipments of Gaming Devices Gateway-Connected Systems by Location of Training
  97. Total Shipments of Gaming Devices On-Premise Server Systems by Location of Inference
  98. Total Shipments of Gaming Devices On-Premise Server Systems by Location of Training
  99. Total % of Gaming Device AI Shipments by Location of Inference
  100. Total % of Gaming Device AI Shipments by Location of Training
  101. Total Gaming Devices Shipments by Implementation of AI Inference by Software or Chipsets
  102. Total Gaming Devices Shipments with Dedicated Inference Chipsets by Architecture
  103. Total Gaming Devices Shipments with Dedicated Training Chipsets by Architecture
  104. Total Shipments of Robot AI Devices
  105. Total Shipments of Robot Devices with Edge AI by System
  106. Total Shipments of Robot Devices Sensor-Based Systems by Location of Inference
  107. Total Shipments of Robot Devices Sensor-Based Systems by Location of Training
  108. Total Shipments of Robot Device-Connected Systems by Location of Inference
  109. Total Shipments of Robot Device-Connected Systems by Location of Training
  110. Total Shipments of Robot Devices Gateway-Connected Systems by Location of Inference
  111. Total Shipments of Robot Devices Gateway-Connected Systems by Location of Training
  112. Total Shipments of Robot Devices On-Premise Server Systems by Location of Inference
  113. Total Shipments of Robot Devices On-Premise Server Systems by Location of Training
  114. Total % of Robot Device AI Shipments by Location of Inference
  115. Total % of Robot Device AI Shipments by Location of Training
  116. Total Robot Devices Shipments by Implementation of AI Inference by Software or Chipsets
  117. Total Robot Devices Shipments with Dedicated Inference Chipsets by Architecture
  118. Total Robot Devices Shipments with Dedicated Training Chipsets by Architecture
  119. Total Shipments of UAV AI Devices
  120. Total Shipments of UAV Devices with Edge AI by System
  121. Total Shipments of UAV Devices Sensor-Based Systems by Location of Inference
  122. Total Shipments of UAV Devices Sensor-Based Systems by Location of Training
  123. Total Shipments of UAV Device-Connected Systems by Location of Inference
  124. Total Shipments of UAV Device-Connected Systems by Location of Training
  125. Total Shipments of UAV Devices Gateway-Connected Systems by Location of Inference
  126. Total Shipments of UAV Devices Gateway-Connected Systems by Location of Training
  127. Total Shipments of UAV Devices On-Premise Server Systems by Location of Inference
  128. Total Shipments of UAV Devices On-Premise Server Systems by Location of Training
  129. Total % of UAV Device AI Shipments by Location of Inference
  130. Total % of UAV Device AI Shipments by Location of Training
  131. Total UAV Devices Shipments by Implementation of AI Inference by Software or Chipsets
  132. Total UAV Devices Shipments with Dedicated Inference Chipsets by Architecture
  133. Total UAV Devices Shipments with Dedicated Training Chipsets by Architecture
  134. Total Shipments of AR AI Devices
  135. Total Shipments of AR Devices with Edge AI by System
  136. Total Shipments of AR Devices Sensor-Based Systems by Location of Inference
  137. Total Shipments of AR Devices Sensor-Based Systems by Location of Training
  138. Total Shipments of AR Device-Connected Systems by Location of Inference
  139. Total Shipments of AR Device-Connected Systems by Location of Training
  140. Total Shipments of AR Devices Gateway-Connected Systems by Location of Inference
  141. Total Shipments of AR Devices Gateway-Connected Systems by Location of Training
  142. Total Shipments of AR Devices On-Premise Server Systems by Location of Inference
  143. Total Shipments of AR Devices On-Premise Server Systems by Location of Training
  144. Total % of AR Device AI Shipments by Location of Inference
  145. Total % of AR Device AI Shipments by Location of Training
  146. Total AR Devices Shipments by Implementation of AI Inference by Software or Chipsets
  147. Total AR Devices Shipments with Dedicated Inference Chipsets by Architecture
  148. Total AR Devices Shipments with Dedicated Training Chipsets by Architecture
  149. Total Shipments of Industrial AI Devices
  150. Total Shipments of Industrial Devices with Edge AI by System
  151. Total Shipments of Industrial Devices Sensor-Based Systems by Location of Inference
  152. Total Shipments of Industrial Devices Sensor-Based Systems by Location of Training
  153. Total Shipments of Industrial Device-Connected Systems by Location of Inference
  154. Total Shipments of Industrial Device-Connected Systems by Location of Training
  155. Total Shipments of Industrial Devices Gateway-Connected Systems by Location of Inference
  156. Total Shipments of Industrial Devices Gateway-Connected Systems by Location of Training
  157. Total Shipments of Industrial Devices On-Premise Server Systems by Location of Inference
  158. Total Shipments of Industrial Devices On-Premise Server Systems by Location of Training
  159. Total % of Industrial Device AI Shipments by Location of Inference
  160. Total % of Industrial Device AI Shipments by Location of Training
  161. Total Industrial Devices Shipments by Implementation of AI Inference by Software or Chipsets
  162. Total Industrial Devices Shipments with Dedicated Inference Chipsets by Architecture
  163. Total Industrial Devices Shipments with Dedicated Training Chipsets by Architecture
  164. Total Shipments of Smart Building AI Devices
  165. Total Shipments of Smart Building Devices with Edge AI by System
  166. Total Shipments of Smart Building Devices Sensor-Based Systems by Location of Inference
  167. Total Shipments of Smart Building Devices Sensor-Based Systems by Location of Training
  168. Total Shipments of Smart Building Device-Connected Systems by Location of Inference
  169. Total Shipments of Smart Building Device-Connected Systems by Location of Training
  170. Total Shipments of Smart Building Devices Gateway-Connected Systems by Location of Inference
  171. Total Shipments of Smart Building Devices Gateway-Connected Systems by Location of Training
  172. Total Shipments of Smart Building Devices On-Premise Server Systems by Location of Inference
  173. Total Shipments of Smart Building Devices On-Premise Server Systems by Location of Training
  174. Total % of Smart Building Device AI Shipments by Location of Inference
  175. Total % of Smart Building Device AI Shipments by Location of Training
  176. Total Smart Building Devices Shipments by Implementation of AI Inference by Software or Chipsets
  177. Total Smart Building Devices Shipments with Dedicated Inference Chipsets by Architecture
  178. Total Smart Building Devices Shipments with Dedicated Training Chipsets by Architecture
  179. Total Shipments of Finance AI Devices
  180. Total Shipments of Finance Devices with Edge AI by System
  181. Total Shipments of Finance Devices Sensor-Based Systems by Location of Inference
  182. Total Shipments of Finance Devices Sensor-Based Systems by Location of Training
  183. Total Shipments of Finance Device-Connected Systems by Location of Inference
  184. Total Shipments of Finance Device-Connected Systems by Location of Training
  185. Total Shipments of Finance Devices Gateway-Connected Systems by Location of Inference
  186. Total Shipments of Finance Devices Gateway-Connected Systems by Location of Training
  187. Total Shipments of Finance Devices On-Premise Server Systems by Location of Inference
  188. Total Shipments of Finance Devices On-Premise Server Systems by Location of Training
  189. Total % of Finance Device AI Shipments by Location of Inference
  190. Total % of Finance Device AI Shipments by Location of Training
  191. Total Finance Devices Shipments by Implementation of AI Inference by Software or Chipsets
  192. Total Finance Devices Shipments with Dedicated Inference Chipsets by Architecture
  193. Total Finance Devices Shipments with Dedicated Training Chipsets by Architecture
  194. Total Shipments of Smart Retail AI Devices
  195. Total Shipments of Smart Retail Devices with Edge AI by System
  196. Total Shipments of Smart Retail Devices Sensor-Based Systems by Location of Inference
  197. Total Shipments of Smart Retail Devices Sensor-Based Systems by Location of Training
  198. Total Shipments of Smart Retail Device-Connected Systems by Location of Inference
  199. Total Shipments of Smart Retail Device-Connected Systems by Location of Training
  200. Total Shipments of Smart Retail Devices Gateway-Connected Systems by Location of Inference
  201. Total Shipments of Smart Retail Devices Gateway-Connected Systems by Location of Training
  202. Total Shipments of Smart Retail Devices On-Premise Server Systems by Location of Inference
  203. Total Shipments of Smart Retail Devices On-Premise Server Systems by Location of Training
  204. Total % of Smart Retail Device AI Shipments by Location of Inference
  205. Total % of Smart Retail Device AI Shipments by Location of Training
  206. Total Smart Retail Devices Shipments by Implementation of AI Inference by Software or Chipsets
  207. Total Smart Retail Devices Shipments with Dedicated Inference Chipsets by Architecture
  208. Total Smart Retail Devices Shipments with Dedicated Training Chipsets by Architecture
  209. Total Shipments of Healthcare AI Devices
  210. Total Shipments of Healthcare Devices with Edge AI by System
  211. Total Shipments of Healthcare Devices Sensor-Based Systems by Location of Inference
  212. Total Shipments of Healthcare Devices Sensor-Based Systems by Location of Training
  213. Total Shipments of Healthcare Device-Connected Systems by Location of Inference
  214. Total Shipments of Healthcare Device-Connected Systems by Location of Training
  215. Total Shipments of Healthcare Devices Gateway-Connected Systems by Location of Inference
  216. Total Shipments of Healthcare Devices Gateway-Connected Systems by Location of Training
  217. Total Shipments of Healthcare Devices On-Premise Server Systems by Location of Inference
  218. Total Shipments of Healthcare Devices On-Premise Server Systems by Location of Training
  219. Total % of Healthcare Device AI Shipments by Location of Inference
  220. Total % of Healthcare Device AI Shipments by Location of Training
  221. Total Healthcare Devices Shipments by Implementation of AI Inference by Software or Chipsets
  222. Total Healthcare Devices Shipments with Dedicated Inference Chipsets by Architecture
  223. Total Healthcare Devices Shipments with Dedicated Training Chipsets by Architecture
  224. Total Shipments of Smart Transportation AI Devices
  225. Total Shipments of Smart Transportation Devices with Edge AI by System
  226. Total Shipments of Smart Transportation Devices Sensor-Based Systems by Location of Inference
  227. Total Shipments of Smart Transportation Devices Sensor-Based Systems by Location of Training
  228. Total Shipments of Smart Transportation Device-Connected Systems by Location of Inference
  229. Total Shipments of Smart Transportation Device-Connected Systems by Location of Training
  230. Total Shipments of Smart Transportation Devices Gateway-Connected Systems by Location of Inference
  231. Total Shipments of Smart Transportation Devices Gateway-Connected Systems by Location of Training
  232. Total Shipments of Smart Transportation Devices On-Premise Server Systems by Location of Inference
  233. Total Shipments of Smart Transportation Devices On-Premise Server Systems by Location of Training
  234. Total % of Smart Transportation Device AI Shipments by Location of Inference
  235. Total % of Smart Transportation Device AI Shipments by Location of Training
  236. Total Smart Transportation Devices Shipments by Implementation of AI Inference by Software or Chipsets
  237. Total Smart Transportation Devices Shipments with Dedicated Inference Chipsets by Architecture
  238. Total Smart Transportation Devices Shipments with Dedicated Training Chipsets by Architecture
  239. Total Shipments of Mobile Infrastructure AI Devices
  240. Total Shipments of Mobile Infrastructure Devices with Edge AI by System
  241. Total Shipments of Mobile Infrastructure Devices Sensor-Based Systems by Location of Inference
  242. Total Shipments of Mobile Infrastructure Devices Sensor-Based Systems by Location of Training
  243. Total Shipments of Mobile Infrastructure Device-Connected Systems by Location of Inference
  244. Total Shipments of Mobile Infrastructure Device-Connected Systems by Location of Training
  245. Total Shipments of Mobile Infrastructure Devices Gateway-Connected Systems by Location of Inference
  246. Total Shipments of Mobile Infrastructure Devices Gateway-Connected Systems by Location of Training
  247. Total Shipments of Mobile Infrastructure Devices On-Premise Server Systems by Location of Inference
  248. Total Shipments of Mobile Infrastructure Devices On-Premise Server Systems by Location of Training
  249. Total % of Mobile Infrastructure Device AI Shipments by Location of Inference
  250. Total % of Mobile Infrastructure Device AI Shipments by Location of Training
  251. Total Mobile Infrastructure Devices Shipments by Implementation of AI Inference by Software or Chipsets
  252. Total Mobile Infrastructure Devices Shipments with Dedicated Inference Chipsets by Architecture
  253. Total Mobile Infrastructure Devices Shipments with Dedicated Training Chipsets by Architecture
  254. Total Shipments of Energy AI Devices
  255. Total Shipments of Energy Devices with Edge AI by System
  256. Total Shipments of Energy Devices Sensor-Based Systems by Location of Inference
  257. Total Shipments of Energy Devices Sensor-Based Systems by Location of Training
  258. Total Shipments of Energy Device-Connected Systems by Location of Inference
  259. Total Shipments of Energy Device-Connected Systems by Location of Training
  260. Total Shipments of Energy Devices Gateway-Connected Systems by Location of Inference
  261. Total Shipments of Energy Devices Gateway-Connected Systems by Location of Training
  262. Total Shipments of Energy Devices On-Premise Server Systems by Location of Inference
  263. Total Shipments of Energy Devices On-Premise Server Systems by Location of Training
  264. Total % of Energy Device AI Shipments by Location of Inference
  265. Total % of Energy Device AI Shipments by Location of Training
  266. Total Energy Devices Shipments by Implementation of AI Inference by Software or Chipsets
  267. Total Energy Devices Shipments with Dedicated Inference Chipsets by Architecture
  268. Total Energy Devices Shipments with Dedicated Training Chipsets by Architecture
  269. Total Shipments of Camera AI Devices
  270. Total Shipments of Camera Devices with Edge AI by System
  271. Total Shipments of Camera Devices Sensor-Based Systems by Location of Inference
  272. Total Shipments of Camera Devices Sensor-Based Systems by Location of Training
  273. Total Shipments of Camera Device-Connected Systems by Location of Inference
  274. Total Shipments of Camera Device-Connected Systems by Location of Training
  275. Total Shipments of Camera Devices Gateway-Connected Systems by Location of Inference
  276. Total Shipments of Camera Devices Gateway-Connected Systems by Location of Training
  277. Total Shipments of Camera Devices On-Premise Server Systems by Location of Inference
  278. Total Shipments of Camera Devices On-Premise Server Systems by Location of Training
  279. Total % of Camera Device AI Shipments by Location of Inference
  280. Total % of Camera Device AI Shipments by Location of Training
  281. Total Camera Devices Shipments by Implementation of AI Inference by Software or Chipsets
  282. Total Camera Devices Shipments with Dedicated Inference Chipsets by Architecture
  283. Total Camera Devices Shipments with Dedicated Training Chipsets by Architecture
Purchase

Research Information

Price
Starting at USD 7500
Publish Date
4Q 2018
Code
MD-AIML-103
Research Type
Data