The 2022 Asian Regional Workshop on SciTinyML: Scientific Use of Machine Learning on Low-Power Devices was run virtually from June 6-10, 2022.
We hope you enjoyed the workshop!
| Day | Date | Topics | Speakers and Materials |
|---|---|---|---|
| Day 1 | Monday | Introduction to Embedded ML (tinyML) 7:00:00 AM Conference Opening and Schedule 7:30:00 AM Keynote - Vijay Janpa Reddi 8:30:00 AM Introduction to Machine Learning 9:55:00 AM Day Closing |
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| Day 2 | Tuesday | Introduction to Embedded ML with Edge Impulse and the Seeed TinyML Kit 7:00:00 AM Day Opening 7:05:00 AM Introduction to Machine Learning (Part 2) 8:00:00 AM Introduction to Edge Impulse 9:00:00 AM Introduction to the the Seeed TinyML Kit 9:55:00 AM Day Closing |
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| Day 3 | Wednesday | Hands-on Motion Classification and Responsible AI 7:00:00 AM Day Opening 7:05:00 AM Hands-on Motion Classification and Anomaly detection 9:00:00 AM Responsible AI 9:55:00 AM Day Closing |
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| Day 4 | Thursday | Hands-on Computer Vision and Key Word Spotting 7:00:00 AM Day Opening 7:05:00 AM Hands-on Keyword Spotting 8:30:00 AM Convolutions for Hands-on Computer Vision 9:25:00 AM University Case Studies 9:55:00 AM Day Closing |
Brian Plancher
of Barnard College, Columbia University
and
of Harvard University
Slides as PDF | as Google Slides | Prerecorded Video |
| Day 5 | Friday | Applications of TinyML for Asia 7:00:00 AM Day Opening 7:05:00 AM FOMO 8:00:00 AM Case Study: Our Experience Building an Industrial IoT (IIoT) Solution Business 8:30:00 AM Case Study: Design and Deployment of IoT Devices: from Edge to Data Centers 9:00:00 AM Artificial Intelligence for Sustainable Development: Disaster Risk Reduction 9:40:00 AM Case Study: Design of an Amplifier for Reverse Osmosis Desalination 10:00:00 AM Discussion: Challenges for TinyML Research Collaboration in Asian 10:50:00 AM Workshop Closing |
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