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Workshops
| Lead Organizers | Workshop Name | Date of Workshop | Target Audience | Language of Instruction | Language of Materials | Links |
|---|---|---|---|---|---|---|
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Workshop on TinyML for Sustainable Development | July 2024 | Everyone | English | English | Website |
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SciTinyML 2024 Scientific Use of Machine Learning on Low-Power Devices |
May 2024 | Everyone | English | English | Website and Materials |
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ICTP-UNU Workshop on TinyML for Sustainable Development | April 2024 | Everyone | English | English | Website Agenda and Materials |
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WALC 2023 Track 2 Applied Artificial Intelligence |
November 2023 | Everyone | English / Spanish | English | Website Materials |
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Morocco AI Summer School 2023 | July 2023 | Everyone | English | English | Website TinyML Part 1 TinyML Part 2 |
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EdgeMLUP 2023 Workshop on Widening Access to TinyML Network by Establishing Best Practices in Education |
July 2023 | Everyone | English | English | Website and Materials |
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SciTinyML 2023 Scientific Use of Machine Learning on Low-Power Devices |
April 2023 | Everyone | English | English | Website and Materials |
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TinyML at AAU A Workshop at Addis Ababa University |
March 2023 | Everyone | English | English | Materials |
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Artificial Intelligence and its Integration with Everyday Life An Introduction to TinyML by Edwin Marte at UTESA |
November 2022 | Everyone | Spanish | Spanish | Materials |
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WALC 2022 Track 7 Applied Artificial Intelligence |
November 2022 | Everyone | English / Spanish | English | Website Materials |
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Topics in Applied Machine Learning: A Theoretical and Hands-On Approach A Minisymposia at CNMAC 2022 |
September 2022 | Everyone | Portuguese | Portuguese | Website Hands-On Materials |
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SciTinyML 2022 Africa, Asia, and Latam Scientific Use of Machine Learning on Low-Power Devices |
April, June, July 2022 | Everyone | English / Spanish for Latam | English / Spanish for Latam | Website and Materials |
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SciTinyML 2021 Scientific Use of Machine Learning on Low-Power Devices |
October 2021 | Everyone | English | English | Website Materials |
Show and Tells
All Show and Tell Videos can be found at this playlist.
| Date | Topics | Video Link |
|---|---|---|
| June 27th, 2024” | 1. Soil Nutrient Detection using TinyML by Millicent Adwo Dickson of University of Cape Coast Ghana 2. Flames Detection, and Automatic Fire Suppression Using Tinyml” by Prince Doku Kyei of University of Cape Coast Ghana 3. Optimizing Aquaponics Systems with TinyML by Barnabas Kayil of University of Cape Coast Ghana |
Video |
| May 30th, 2024 | 1. Crop Recommendation System Using TinyML and NPK Sensor by Ahiakwao Martin of University of Cape Coast Ghana 2. Detection of Cocoa Swollen Shoot Virus Using TinyML by Jeffery Owusu Cobbold of University of Cape Coast Ghana 3. Detection of Army Worm on Maize Crop Using TinyML by Philip Ayitey Andoh of University of Cape Coast Ghana 4. Fruit Type Detection Using TinyML by Eugenia Frimpong of University of Cape Coast Ghana 5. Quail Bird Detection in Rice Farm Using TinyML by James Okorie of University of Cape Coast Ghana 6. Analysis of Light Scattering Patterns Using Convolutional Neural Networks by Kwasi Nyandey of University of Cape Coast Ghana 7. Classification of Mosquito Species Using Convolutional Neural Network by Lydia Mensah, of University of Cape Coast Ghana |
Video |
| March 28th, 2024 | 1. Enhancing poultry health management through Tiny machine learning-based analysis of bird sounds by Abdul Moshen, Abdul Aziz, Saleh Jabe, Abdul Rahman, Ramasamy of King Faisal University, Saudi Arabia 2. Advancing TinyMLOps: Robust Model Updates in the Internet of Intelligent Vehicles by Thommas Kevin Sales Flores of Federal University of Rio Grande do Norte Brazil |
Video |
| Feb 29th, 2024 | 1. Revolutionizing Bee Keeping by Rahul Mangharam of University of Pennsylvania, USA 2. Artificial Visual Aid for the Blind by Collins Bett of Multimedia University of Kenya 3. TinyML and lung sound disease detection by Abadade Youssef of IBN Tofail University Morocco |
Video |
| October 26th, 2023 | 1. ML self driving RC car by William, Andrew of GearbotsBC STEM Academy 2. Spiking Perception and processing for Intelligent Detection of Pedestrians on urban Roads by Cristian Axenie of Nuremberg Institute of Technology, Germany |
Video |
| September 28th, 2023 | 1. LoRa interactions with the SeedStudio LoRa module Grove-Wio-E5 ready for ML Data Transfer by Andres Oliva Trevisan of Argentina, Instituto Balseiro and ICTP 2. TinyML model for fault classification of solar photovoltaic modules by Adel Mellit of University of Jijel, Algeria |
Video |
| August 31th, 2023 | 1. Innovative Waste Classification through Tiny Machine Learning Recognition Approach by Juan Manuel Mena Carrillo of Universidad Peruana Cayetano Heredia, Perú 2. An AI powered device that detects seizures and alerts caretakers in real time by Nickson Kiprotich of Dedan Kimathi University of Technology, Kenya 3. Deploying a fetal heart rate classification model on RP2040 Microcontroller by Shahzaib Ali of National Universit of Science and Technology, Pakistan |
Video |
| May 25, 2023 | 1. Inference With TinyML On Ghana Radio Astronomy Observatory (GRAO) 32-m Antenna: Track Level Profile Anomaly for Predictive Maintenance by Joseph Akubire Kojo of Ghana 2. A Multiply-And-Max/min Neuron Paradigm for Aggressively Prunable Deep Neural Networks by Philippe BICH of Italy |
Video Coming Soon! |
| March 30, 2023 | 1. Automation of Coloring Process in Fashion Design Using Arduino Color Sensor by Fatmaliza Zaki Abdad, Syafiga Arinda of Sampoerna University, Indonesia 2. Anomaly detection for faulty motor using the arduino board Nano 33 BLE sense by Hilal Al-Libawy of University of Babylon, Iraq 3. First Time TinyML Experience by Edwin Marte of Universidad Tecnologica de Santiago, Dominican Republic 4. Voice Activated LED Voice control lighting by Muhammad Annas Zahid of Usman Institute of Technology University, Pakistan |
Video |
| February 23, 2023 | 1. Artificial Intelligence in Point-of-Care Medical Equipment by Hellen Cristina Ancelmo of Instituto Carlos Chagas & Universidade Tecnológica Federal do Paraná, Brazil 2. Weep Scope: Recognizing the Unique Cries of Infants by Gohel Amit Chandrakantbhai of Gujarat Technological University, India 3. Crops Disease Detection with TinyML by James Adeola of Université d’Abomey Calavi, Benin 4. Implementation of Deep Learning on a Chick Counter by Muhammad Suzaki Zahran of Universitas Raharja, Indonesia 5. Identification of Cashew Nut Diseases using TinyML by Dr. Bala Murugan MS of Vellore Institute of Technology, India |
Video |
| January 26, 2023 | 1. Personal Trainer by Ricardo Magno do Carmo Junior of Universidade Federal de Itajubá (UNIFEI), Brazil 2. Irrigation prediction for crops using machine learning at the edge by Carlos Rodríguez of Pontificia Universidad Javeriana, Colombia 3. EYE TO EYE: non-invasive anemia detector using machine learning by Kimberly Cristel Soto Concha of Universidad Peruana Cayetano Heredia 4. Estimating the shelf life of date palm fruit using TinyML by Abdulrahman Fayez of King Faisal University Saudi Arabia |
Video |
| December 1, 2022 | 1. Smart Switch Based on Embedded Machine Learning by Wong Khai Chiuan of Universiti Teknologi Malaysia 2. Study of Animal Movement: Monitoring Using TinyML Kits by Laila Daniela Kazimierski, Karina Laneri of Centro Atómico Bariloche Argentina 3. Human-Computer Interaction: Hand Gesture Recognition using Tiny Machine Learning by Koulal Yidhir Aghiles, Labchri Amayas, Bourzam Saad Allah, Baroud Yasmine, Bourbia Amine of USTHB University, Algeria 4. Automated American Sign Language (ASL) using TinyML by Md Sharif Ahmed, Prabha Sundaravadivel of University of Texas at Tyler 5. Smart Bee Keeping by Jackline Tum of Dedan Kimathi University of Technology |
Video |
| October 27, 2022 | 1. TinyML Based Self Diagnostic Kit for Respiratory Diseases by Samson Otieno Ooko of University of Rwanda 2. The Impact of TinyML on an Assistive Technology Project in Brazil by Mateus Delangélica, Renato Masteguim of Universidade Federal de Itajubá (UNIFEI) 3. Anomaly Detection in the Temperature of an AC Motor Using Embedded Machine Learning by Ezzeldin Ayman, Ibrahim Ismail of Universiti Teknologi Malaysia |
Video |
Seminars
All Seminar Videos can be found at this playlist.
| Title | Author(s) | Date | Target Audience | Language of Instruction | Language of Materials | Links | |
|---|---|---|---|---|---|---|---|
|
Getting Started with the Arduino TinyML Kit | Marcelo Rovai |
March 11, 2022 | Everyone | English | English | Video Slides Handout |
|
2021 Summary and Plan for 2022 | Marco Zennaro |
December 10, 2021 | Everyone | English | English | Video |
 |
Getting Started with the Wio Terminal and Edge Impulse | Huiying Lai |
December 10, 2021 | Everyone | English | English | Video Seeed’s TinyML Quickstart Guide |
|
Academic Network AMA | Marco Zennaro |
October 8, 2021 | Everyone | English | English | Video Slides |
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Case Studies of Embedded ML in Rwanda and Brazil | Stéfany Coura Coimbra João Yamashita Marvin Muyonga Ogore Ghuilherme Silva Mateus Lima |
October 8, 2021 | Everyone | English | English | COVID-19 Cough Detection Video Coffee Disease Classification Video Cholera in Rural Communal Tap Water Video Atrial Fibrillation and Sinus Rhythm Detection Video |
|
Software Tools for TinyML | Marcelo Rovai |
October 1, 2021 | Everyone | English | English | Video Slides Chat_Log |
|
Why the Future of ML is Tiny and Bright | Vijay Janapa Reddi |
September 17, 2021 | Everyone | English | English | Video Slides |
Talks
| Title | Author(s) | Date | Target Audience | Language of Instruction | Language of Materials | Links | |
|---|---|---|---|---|---|---|---|
 |
Fostering collaboration among CCSIT researchers to solve KFU research center’s problem through TinyML | Ramasamy Srinivasaga Naidu |
May 9, 2023 | Everyone | English | English | Website |
|
AIoT – When IoT meets the AI At the 2022 IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI) |
Marcelo Rovai |
March 22, 2022 | Everyone | English | English | Slides |
|
Bringing Intelligence to Sensors At the Tudo Sobre IoT Conference 2022 |
Marcelo Rovai Guilherme Silva Renam Castro João Yamashita |
March 22, 2022 | Everyone | English | English | Slides |
 |
TinyML: When AI meets Tiny Devices At the 2022 2nd International Workshop on New Services and Networks (WNSN22) |
Nabil Benamar |
March 16, 2022 | Everyone | English | English | |
|
IoT and TinyML Workshop At the University of Namibia (UNAM) |
Marcelo Rovai Marco Zennaro |
February 2, 2022 | Everyone | English | English | Slides |
|
TinyMLedu Overview At the TinyML Toronto Virtual Meetup |
Brian Plancher |
January 13, 2022 | Everyone | English | English | Video |
 |
Backyard Brains and TinyML4STEM At the TinyML Toronto Virtual Meetup |
Greg Gage |
January 13, 2022 | Everyone | English | English | Video |
|
AIoT: When IoT Meets AI An AI for Good Webinar |
Marcelo Rovai Marco Zennaro |
November 23, 2021 | Everyone | English | English | Abstract Video Slides |
 |
TinyMLedu Lightning Talks At the TinyML for Good Workshop |
Vijay Janapa Reddi Marco Zennaro Hal Speed Greg Gage Brian Plancher |
November 17, 2021, 2021 | Everyone | English | English | Video |
|
Preparing for the Age of Artificial Intelligence | Hal Speed Marco Zennaro |
September 29, 2021 | Everyone | English | English | Slides |
|
Embedded Machine Learning (TinyML) - A Brazilian Educational Experience at Universidade Federal de Itajubá (UNIFEI) At the AI Expo Africa 2021 |
Marcelo Rovai |
September 21, 2021 | Everyone | English | English | Video |
Other: Tutorials / Demos / etc.
| Title | Author(s) | Date | Target Audience | Language of Instruction | Language of Materials | Links | |
|---|---|---|---|---|---|---|---|
|
Temperature Prediction using a TinyML LSTM model | Marcelo Rovai |
April 2024 | Everyone | English | English | Project Page |
|
Computer Vision at the Edge with Grove Vision AI Module V2 | Marcelo Rovai |
February, 2024 | Everyone | English | English | Project Page |
|
Sensor Data Fusion with Spresense and CommonSense | Marcelo Rovai |
Everyone | English | English | Project Page |
|
|
Key Word Spotting on the Arduino Nano 33 BLE Sense using Edge Impulse Studio | Marcelo Rovai |
March 20, 2021 | Everyone | English | English | Video |
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