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TinyM2Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices

TinyM2Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices

tinyML via YouTube Direct link

Dynamics Content

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Dynamics Content

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TinyM2Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices

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  1. 1 Introduction
  2. 2 Motivations
  3. 3 TinyM2Net
  4. 4 Contributions
  5. 5 Depth Separable Layer
  6. 6 Mixed Precision Quantization
  7. 7 Dynamics Content
  8. 8 Case Study
  9. 9 Covid Detection
  10. 10 Object Detection
  11. 11 Battlefield Object Detection
  12. 12 Raspberry Pi 4
  13. 13 Summary
  14. 14 Questions

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