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tinyML Tutorials
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Classroom Contents
Dedicated Audio Processors at the Edge Are the Future of AI
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- 1 Intro
- 2 tinyML Talk Sponsors
- 3 tinyML Vision Challenge
- 4 tinyML Tutorials
- 5 Vikrams Background
- 6 About Knowles
- 7 Applications of Knowles DSPs
- 8 Knowles DSPs
- 9 Fully Connected Networks
- 10 Activation Functions
- 11 MVM Library
- 12 TensorFlow Lite Micro
- 13 TensorFlow Lite Micro kernels
- 14 Knowles TensorFlow Lite Converter
- 15 TensorFlow Lite Micro Interpreter
- 16 Formatting coefficients
- 17 tflight converter
- 18 tensorflow audio classifier
- 19 mcps
- 20 case study
- 21 summary
- 22 support
- 23 QA
- 24 Sphinx
- 25 UC Size
- 26 QFN Package
- 27 Memory
- 28 Multiple Mics
- 29 Thank You
