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Introduction
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Classroom Contents
System Software for Machine Learning at the Edge - tinyML Asia 2020
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- 1 Introduction
- 2 Presentation
- 3 Machine Learning at the Edge
- 4 Finger and Hand Gesture Recognition
- 5 TI Sensor Tag
- 6 Arm Cortex M3
- 7 Fitness Tracking
- 8 Wearable SOC Trends
- 9 heterogeneous SOCs
- 10 Tensorflow Lite
- 11 Architecture
- 12 Accelerators
- 13 Universal Accelerators
- 14 Software Defined Hardware
- 15 GovTech IoT Stack
- 16 Scalable Compilation
- 17 Application Scenario
- 18 Questions
- 19 Singapore Smart City Ranking
- 20 Smart Nation Initiative
- 21 Heterogeneity
- 22 Fundamental Problems
- 23 Compilers
- 24 Role of Compilers
- 25 Thank you
- 26 Sponsor
- 27 ARM
- 28 Cortex
- 29 Media Partners
- 30 Conclusion
