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TinyML Talks - Low-Cost Energy-Aware Sensor Data Acquisition at Scale
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- 1 Introduction
- 2 Meetups
- 3 Introducing Vitali
- 4 Systems on the cheap
- 5 No Silver Bullet
- 6 Digital Transformation Market
- 7 Price Elasticity
- 8 LoRaWAN
- 9 Ecosystem
- 10 Use cases
- 11 Network
- 12 Available infrastructure
- 13 Better planning
- 14 Field infrastructure
- 15 Selfmade networks
- 16 Lowcost connectivity and tinyML
- 17 Join tinyML
- 18 Questions
- 19 Physical range
- 20 Density
- 21 Deployment options
- 22 Evaluation of pretrained models
- 23 Mesh protocol at scale
- 24 Power consumption
- 25 Bluetooth
- 26 Battery life
- 27 Hierarchical approach
- 28 Scaling
- 29 Audience questions
- 30 Presentation highlights
- 31 Challenges
- 32 Strategic Partners