The workshop is designed to foster an enabling environment for individuals to build competence in the Edge Computing space. At the end of the program, individuals will be able to deploy models on Nvidia Jetson devices and create custom models using the Edge Impulse platform.
| Week | Date | Task | Duration |
|---|---|---|---|
| 1 | May 20th | Introduction to Edge Compute | 1hr |
| Setting Up your Jetson Nano | 2hr | ||
| 2 | May 27th | Introduction to Image classification | 1hr |
| Image classification on Jetson using Edge Impulse | 2hr | ||
| 3 | June 3rd | Introduction to Image Regression | 1hr |
| Image Regression with on Jetson Nano | 2hr | ||
| 4 | June 10th | Custom deploying on Jetson Nano using Edge Impulse | 2hr |
| Introduction to Gstreamer/Deepstream | 1hr | ||
| Issuing Certification at the end of the program | 10-30min |
- Basic knowledge of python(variable, function, etc)
- Knowledge/Interest in computer vision
- An element of curiosity
- Learn how to use building models using Edge Impulse and deploy your models on Jetson Nano
- Learn how to use Docker, Numpy, Pandas, Jupyter Notebook etc
- Learn how to build custom models
- Nvidia Deep Learning Certificate
Workshop Material
- Nvidia Deep Learning Institute
- Book: AI at the edge
- Installation of Edge Impulse
- Article: What Is Edge AI and How Does It Work?
- Workshop advantech Jetson Nano
- Machine Learning at the Network Edge: A Survey
- Edge AI 101- What is it, Why is it important, and How to implement Edge AI?
- Edge Computing Fuels a Sustainable Future for Energy
- Manufacturing the Future of AI with Edge Computing
- AI Personalizes Online Shopping