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Artificial Intelligence and Machine Learning: Tiny ML

Publish Date: 14 Jul 2024
Code: MD-AIMLT-101
Research Type: Market Data
Pages: 14
RELATED SERVICE: AI & Machine Learning
Actionable Benefits

Actionable Benefits

  • Identify the market size (shipments and revenue) of Artificial Intelligence (AI) chipsets in Tiny Machine Learning (TinyML)/embedded devices for the rest of the decade.
  • Understand how TinyML chipset shipments and revenue will grow by key regions and architectures, e.g., Neural Processing Units (NPUs).
  • Evaluate strategy based on relative growth of key use cases, verticals and device types, and architectures.
Research Highlights

Research Highlights

  • Forecasts for AI chipset shipments and revenue in the TinyML market from 2023 to 2030.
  • Detailed breakdowns by region, vertical, architecture, and use case.
Critical Questions Answered

Critical Questions Answered

  • How significant will AI chipsets adoption be in embedded devices through 2030?
  • How will the AI chipset market for each region develop going forward?
  • Which AI use cases will these chipsets target?
  • Which chipset architecture will dominate TinyML by 2030?
Who Should Read This?

Who Should Read This?

  • Chipset vendors seeking greater insight into their market sizes and new growth areas.
  • Sales and marketing leaders in diverse markets impacted by AI.
  • Investors gauging the potential for growth in TinyML.
  • Strategists across the entire AI stack developing embedded products and marketing.

Pivot Table Datasets

  • Total Revenue of TinyML Inference Chipsets

    6 Columns | 8192 Rows | Show Segment

  • Total Shipments of TinyML Inference Chipsets

    6 Columns | 8192 Rows | Show Segment

Table of Contents

Key Findings

Key Insights & Recommendations

What’s New

Methodology

Significant Forecasts

 

Tables

  1. Total Shipments and Revenue of TinyML Inference Chipsets by Architecture, World Markets: 2023 to 2030
  2. Total Shipments and Revenue of TinyML Inference Chipsets by Use Case, World Markets: 2023 to 2030
  3. Total Shipments and Revenue of TinyML Inference Chipsets by Region, World Markets: 2023 to 2030
  4. Total Shipments and Revenue of TinyML Chipsets by Vertical/Device, World Markets: 2023 to 2030
  5. Total Shipments and Revenue of TinyML Inference Chipsets in Agriculture by Architecture, World Markets: 2023 to 2030
  6. Total Shipments of TinyML Inference Chipsets in Agriculture by Use Case, World Markets: 2023 to 2030
  7. Total Shipments and Revenue of TinyML Inference Chipsets in Automotive by Architecture, World Markets: 2023 to 2030
  8. Total Shipments of TinyML Inference Chipsets in Automotive by Use Case, World Markets: 2023 to 2030
  9. Total Shipments and Revenue of TinyML Inference Chipsets in Cellular Network by Architecture, World Markets: 2023 to 2030
  10. Total Shipments of TinyML Inference Chipsets in Cellular Network by Use Case, World Markets: 2023 to 2030
  11. Total Shipments and Revenue of TinyML Inference Chipsets in Healthcare by Architecture, World Markets: 2023 to 2030
  12. Total Shipments of TinyML Inference Chipsets in Healthcare by Use Case, World Markets: 2023 to 2030
  13. Total Shipments and Revenue of TinyML Inference Chipsets in Manufacturing by Architecture, World Markets: 2023 to 2030
  14. Total Shipments of TinyML Inference Chipsets in Manufacturing by Use Case, World Markets: 2023 to 2030
  15. Total Shipments and Revenue of TinyML Inference Chipsets in Personal & Work Devices by Architecture, World Markets: 2023 to 2030
  16. Total Shipments of TinyML Inference Chipsets in Personal & Work Devices by Use Case, World Markets: 2023 to 2030
  17. Total Shipments and Revenue of TinyML Inference Chipsets in Retail by Architecture, World Markets: 2023 to 2030
  18. Total Shipments of TinyML Inference Chipsets in Retail by Use Case, World Markets: 2023 to 2030
  19. Total Shipments and Revenue of TinyML Inference Chipsets in Robot by Architecture, World Markets: 2023 to 2030
  20. Total Shipments of TinyML Inference Chipsets in Robot by Use Case, World Markets: 2023 to 2030
  21. Total Shipments and Revenue of TinyML Inference Chipsets in sUAS by Architecture, World Markets: 2023 to 2030
  22. Total Shipments of TinyML Inference Chipsets in sUAS by Use Case, World Markets: 2023 to 2030
  23. Total Shipments and Revenue of TinyML Inference Chipsets in Smart Building by Architecture, World Markets: 2023 to 2030
  24. Total Shipments of TinyML Inference Chipsets in Smart Building by Use Case, World Markets: 2023 to 2030
  25. Total Shipments and Revenue of TinyML Inference Chipsets in Smart City by Architecture, World Markets: 2023 to 2030
  26. Total Shipments of TinyML Inference Chipsets in Smart City by Use Case, World Markets: 2023 to 2030
  27. Total Shipments and Revenue of TinyML Inference Chipsets in Smart Home by Architecture, World Markets: 2023 to 2030
  28. Total Shipments of TinyML Inference Chipsets in Smart Home by Use Case, World Markets: 2023 to 2030
  29. Total Shipments and Revenue of TinyML Inference Chipsets in Transport & Logistics by Architecture, World Markets: 2023 to 2030
  30. Total Shipments of TinyML Inference Chipsets in Transport & Logistics by Use Case, World Markets: 2023 to 2030
  31. Total Shipments and Revenue of TinyML Inference Chipsets in Utilities by Architecture, World Markets: 2023 to 2030
  32. Total Shipments of TinyML Inference Chipsets in Utilities by Use Case, World Markets: 2023 to 2030
  33. Total Shipments and Revenue of TinyML Inference Chipsets in Wearables by Architecture, World Markets: 2023 to 2030
  34. Total Shipments of TinyML Inference Chipsets in Wearables by Use Case, World Markets: 2023 to 2030
  35. Total Shipments and Revenue of TinyML Inference Chipsets in XR by Architecture, World Markets: 2023 to 2030
  36. Total Shipments of TinyML Inference Chipsets in XR by Use Case, World Markets: 2023 to 2030