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TinyML Journey: From Face Detection Demo to Real-Life Commercial Deployment
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- 1 Introduction
- 2 CES 2019
- 3 Map out the landscape
- 4 Nonprivate domain
- 5 Use cases
- 6 Demo
- 7 Contextual Privacy
- 8 Adaptive Dimming
- 9 Questions
- 10 Challenges
- 11 Specifications
- 12 Detectors
- 13 Two stages of detection
- 14 ML vs Neural Network
- 15 COVID19 impact
- 16 Illumination
- 17 Production
- 18 Evolution
- 19 Conclusion
- 20 Sponsors