week1.md
June 23, 2021 ยท View on GitHub
Day 1: Introduction to TinyML (13th Feb, 2021. 9am SGT)
- What is TinyML?
- Why TinyML is important?
- TinyML Hardware
- Microcontrollers
- Accelerators: Neural Compute Stick, EdgeTPU
- Mobile
- TinyML Algorithms
- Quantization, Knowledge Distillation, Pruning, Early Exits
- TinyML Software
- TFLite
- ONNX
- OpenVINO
- Why learn TinyML?
- Job prospects, research, projects, community
- General information about this study group
- Homework: Find an algorithm/hardware/framework not mentioned today
