We are soliciting Show and Tell talks for our monthly Graduate Student TinyML4D Show and Tell and our annual SciTinyML Workshop May 6th -10th 2024
What is a TinyML4D Show and Tell Talk?
Show and Tell Talks can include classroom projects, research projects, in-progress projects, failed projects – basically any kind of TinyML project! We are particularly interested in work that discuss:
- Scientific Applications of TinyML
- Applications of TinyML for the Global South and for Global Sustainability
- Aggregated “best practice” suggestions for getting up to speed on new TinyML projects
- Surprising discoveries gleaned from deploying TinyML into the real world
- Work from early career students and professionals
Note, up to date Show and Tell information can be found on the Discourse Site tinyml4d-show-and-tell-main-index
Recordings of Past Show and Tells
All Show and Tell Videos can be found at this playlist or 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 |