Scientific Calendar Event



Description

An ICTP 60th anniversary satellite event

An ICTP meeting in Macao-China, Special Administrative Region

TinyML is a new technology that allows machine learning models to run on low-cost, low-power microcontrollers. This technology has a significant role to play in achieving the Sustainable Development Goals (SDGs) and in enabling new applications in fields such as healthcare, agriculture, environmental monitoring and conservation.

The rise of TinyML has opened new opportunities for developing intelligent, low-power devices in resource-constrained environments. In recent years, TinyML has gained significant attention from researchers, developers, and industries due to its potential for enabling new applications in fields such as healthcare, agriculture, transportation, conservation, and smart homes. TinyML is a great educational tool as it explores topics from across the computer science and engineering curricula.
This technology’s low bandwidth and energy requirements have particular relevance for countries with limited access to energy and computing resources. However, access to this technology is currently limited in many parts of the world, particularly in the Global South. In this workshop we will focus on applications that are particularly relevant to Asian researchers and provide hands-on training on commercially available hardware.

Topics:
  • Introduction to TinyML
  • Sensors and Data Collection
  • Energy Efficiency
  • Environmental Monitoring
  • Health Monitoring
  • Agriculture Monitoring
  • Smart Cities
  • Ethics and Machine Learning

Venue: The United Nations University Institute in Macau, Casa Silva Mendes, Estrada do Engenheiro Trigo No 4, Macao SAR, China

Visa: Please check the document about Entry Visa Requirements for Macau SAR in the 'Material section'

Grants: A limited number of grants are available to support the attendance of selected participants, with priority given to participants from developing countries. There is no registration fee.
Go to day
  • Friday, 26 April 2024
    • 04:00 - 10:30
      • 04:00 Opening (case studies, group projects) and presentation of participants 30'
      • 04:30 Networking break 30'
      • 05:00 Keynote: TinyML for Good 1h0'
        Speaker: Thomas BASIKOLO (ITU Geneva, Switzerland)
      • 06:00 Lunch Break 1h0'
      • 07:00 Introduction to TinyML 1h0'
        Speaker: Marco ZENNARO (ICTP, Italy)
      • 08:00 Presentation of TinyML projects 1h0'
        Speaker: Ellie CAI (Community Manager, Seeed Studio)
      • 09:00 Networking break 30'
      • 09:30 Edge Impulse Overview or Teachable Machine 1h0'
        Speaker: Marco ZENNARO (ICTP, Italy)
  • Saturday, 27 April 2024
    • 03:00 - 11:00
      • 03:00 Intro to ML + Convolutions 1h0'
        Speaker: Thomas BASIKOLO (ITU Geneva, Switzerland)
      • 04:00 Networking break 30'
      • 04:30 IoT for SDGs 1h0'
        Speaker: Serge STINCKWICH (United Nations University Institute in Macau, China)
      • 05:30 Intro to Arduino 30'
        Speaker: Serge STINCKWICH (United Nations University Institute in Macau, China)
      • 06:00 Lunch Break 1h0'
      • 07:00 Lab: Hands-On Computer Vision 1h0'
        Speaker: Citric LI (Application Engineer, Seeed Studio) and Allen KUANG (Application Engineer, Seeed Studio)
      • 08:00 Lab: Hands-On Computer Vision 1h0'
        Speaker: Citric LI (Application Engineer, Seeed Studio) and Allen KUANG (Application Engineer, Seeed Studio)
      • 09:00 Networking break 30'
      • 09:30 Lab: Hands-On Computer Vision 1h30'
        Speaker: Citric LI (Application Engineer, Seeed Studio) and Allen KUANG (Application Engineer, Seeed Studio)
  • Sunday, 28 April 2024
    • 03:00 - 11:00
      • 03:00 Preprocessing for Audio and Keyword Spotting 1h0'
        Speaker: Marco ZENNARO (ICTP, Italy)
      • 04:00 Networking break 30'
      • 04:30 Ethics of AI 1h0'
        Speaker: Serge STINCKWICH (United Nations University Institute in Macau, China)
      • 05:30 Moral Machine 30'
        Speaker: Serge STINCKWICH (United Nations University Institute in Macau, China)
      • 06:00 Lunch Break 1h0'
      • 07:00 Lab: Hands-On Keyword Spotting 1h0'
        Speaker: Citric LI (Application Engineer, Seeed Studio) and Allen KUANG (Application Engineer, Seeed Studio)
      • 08:00 Lab: Hands-On Keyword Spotting 1h0'
        Speaker: Citric LI (Application Engineer, Seeed Studio) and Allen KUANG (Application Engineer, Seeed Studio)
      • 09:00 Networking break 30'
      • 09:30 Lab: Hands-On Keyword Spotting 1h30'
        Speaker: Citric LI (Application Engineer, Seeed Studio) and Allen KUANG (Application Engineer, Seeed Studio)
  • Monday, 29 April 2024
    • 03:00 - 11:00
      • 03:00 AI for Good 1h0'
        Speaker: Thomas BASIKOLO (ITU Geneva, Switzerland)
      • 04:00 Networking break 30'
      • 04:30 Prompt Engineering 1h0'
        Speaker: Serge STINCKWICH (United Nations University Institute in Macau, China)
      • 05:30 Empower every stage of TinyML application development 1h0'
        Speaker: Liliya WU (ARM, China)
      • 06:30 Lunch Break 1h0'
      • 07:30 Group project 1h30'
      • 09:00 Networking break 30'
      • 09:30 Group project 1h30'
  • Tuesday, 30 April 2024
    • 03:00 - 07:00
      • 03:00 Presentations of Group Projects / Case Studies from Participants 1h0'
      • 04:00 Coffee break 30'
      • 04:30 Group Discussion, Workshop closing and Certificates + TinyML Academic Network 1h30'
      • 06:00 Lunch Break 1h0'