Completed
First challenge
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Battery Optimized People Counting Using FIR and AI
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Sponsors
- 3 tinyML events
- 4 tinyML community
- 5 tinyML YouTube channel
- 6 next tinyML talk
- 7 moderator
- 8 Introducing Lucas David
- 9 About tinyML
- 10 About the PortalBeam
- 11 Tech spec
- 12 Challenges
- 13 First challenge
- 14 Second challenge
- 15 Data collection
- 16 Bad pixels
- 17 Noise
- 18 Temperature
- 19 Thermal camera
- 20 People counting
- 21 footfall
- 22 processing pipeline
- 23 Mesh connection
- 24 First of all we did
- 25 Did you find that it was per camera
- 26 Did you stick to 8080
- 27 Did you use a video camera
- 28 Quantization of the network
- 29 Neural network
- 30 Quantization
- 31 Performance comparison
- 32 Coordinates
- 33 Mixed precision
- 34 No other questions
- 35 No performance comparison
- 36 Why not daily
- 37 Calibration
- 38 Success
- 39 Network accuracy
- 40 Firmware updates
- 41 Passive infrared sensor
- 42 Privacy
- 43 Hiding the camera
- 44 Patent applications
- 45 Uncertainty evaluation
- 46 Training
- 47 Conclusion
