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more research and past events uploaded
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‎_data/4DEvents/showAndTells.yaml‎

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- date: "February 23, 2023"
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url: "https://youtu.be/BAEdil7X68Y"
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talks:
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- title: "Artificial Intelligence in Point-of-Care Medical Equipment"
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authors:
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- name: "Hellen Cristina Ancelmo"
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affiliation:
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- name: "Instituto Carlos Chagas & Universidade Tecnológica Federal do Paraná, Brazil"
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url: "https://www.icc.fiocruz.br/"
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- title: "Weep Scope: Recognizing the Unique Cries of Infants"
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authors:
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- name: "Gohel Amit Chandrakantbhai"
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affiliation:
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- name: "Gujarat Technological University, India"
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url: "https://www.gtu.ac.in/"
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- title: "Crops Disease Detection with TinyML"
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authors:
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- name: "James Adeola"
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affiliation:
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- name: "Université d’Abomey Calavi, Benin"
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url: "https://abomeycalavi.academia.edu/"
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- title: "Implementation of Deep Learning on a Chick Counter"
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authors:
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- name: "Muhammad Suzaki Zahran"
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affiliation:
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- name: "Universitas Raharja, Indonesia"
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url: "https://raharja.ac.id/"
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- title: "Identification of Cashew Nut Diseases using TinyML"
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authors:
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- name: "Dr. Bala Murugan MS"
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affiliation:
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- name: "Vellore Institute of Technology, India"
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url: "https://vit.ac.in/"
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- date: "January 26, 2023"
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url: "https://youtu.be/-0xRZ-5UYUc"
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talks:
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- title: "Personal Trainer"
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authors:
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- name: "Ricardo Magno do Carmo Junior"
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affiliation:
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- name: "Universidade Federal de Itajubá (UNIFEI), Brazil"
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url: "https://unifei.edu.br/"
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- title: "Irrigation prediction for crops using machine learning at the edge"
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authors:
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- name: "Carlos Rodríguez"
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affiliation:
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- name: "Pontificia Universidad Javeriana, Colombia"
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url: "https://www.javeriana.edu.co/"
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- title: "EYE TO EYE: non-invasive anemia detector using machine learning"
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authors:
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- name: "Kimberly Cristel Soto Concha"
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affiliation:
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- name: "Universidad Peruana Cayetano Heredia"
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url: "https://cayetano.edu.pe/"
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- title: "Estimating the shelf life of date palm fruit using TinyML"
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authors:
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- name: "Abdulrahman Fayez"
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affiliation:
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- name: "King Faisal University Saudi Arabia"
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url: "https://www.kfu.edu.sa/en/Pages/home.aspx"
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- date: "December 1, 2022"
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url: "https://youtu.be/e49pkjnIMlQ"
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talks:
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- title: "Smart Switch Based on Embedded Machine Learning"
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authors:
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- name: "Wong Khai Chiuan"
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affiliation:
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- name: "Universiti Teknologi Malaysia"
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url: "https://www.utm.my/"
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- title: "Study of Animal Movement: Monitoring Using TinyML Kits"
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authors:
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- name: "Laila Daniela Kazimierski"
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- name: "Karina Laneri"
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affiliation:
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- name: "Centro Atómico Bariloche Argentina"
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url: "https://www.argentina.gob.ar/cnea/cab"
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- title: "Human-Computer Interaction: Hand Gesture Recognition using Tiny Machine Learning"
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authors:
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- name: "Koulal Yidhir Aghiles"
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- name: "Labchri Amayas"
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- name: "Bourzam Saad Allah"
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- name: "Baroud Yasmine"
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- name: "Bourbia Amine"
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affiliation:
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- name: "USTHB University, Algeria"
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url: "https://www.usthb.dz/"
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- title: "Automated American Sign Language (ASL) using TinyML"
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authors:
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- name: "Md Sharif Ahmed"
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- name: "Prabha Sundaravadivel"
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affiliation:
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- name: "University of Texas at Tyler "
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url: "https://www.uttyler.edu/"
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- title: "Smart Bee Keeping"
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authors:
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- name: "Jackline Tum"
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affiliation:
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- name: "Dedan Kimathi University of Technology"
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url: "https://www.dkut.ac.ke/"
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- date: "October 27, 2022"
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url: "https://youtu.be/s8_hKpOWUwY"
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talks:
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- title: "TinyML Based Self Diagnostic Kit for Respiratory Diseases"
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authors:
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- name: "Samson Otieno Ooko"
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affiliation:
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- name: "University of Rwanda"
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url: "https://ur.ac.rw/"
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- title: "The Impact of TinyML on an Assistive Technology Project in Brazil"
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authors:
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- name: "Mateus Delangélica"
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- name: "Renato Masteguim"
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affiliation:
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- name: "Universidade Federal de Itajubá (UNIFEI)"
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url: "https://unifei.edu.br/"
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- title: "Anomaly Detection in the Temperature of an AC Motor Using Embedded Machine Learning"
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authors:
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- name: "Ezzeldin Ayman"
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- name: "Ibrahim Ismail"
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affiliation:
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- name: "Universiti Teknologi Malaysia"
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url: "https://www.utm.my/"

‎_data/4D_feature_list.yml‎

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- image_path: /assets/images/workingGroups/4D/AN_Map2.jpg
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- image_path: /assets/images/workingGroups/4D/AN_Map3.png
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alt: "Academic Network"
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title: "Academic Network"
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excerpt: "Explore the academic network."
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- image_path: /assets/images/workingGroups/4D/pastEvents.png
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alt: "Past Events"
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title: "Past Events"
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excerpt: "We have posted materials from all of our past seminars, workshops, and other events."
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excerpt: "We have posted materials from all of our past show and tells, seminars, workshops, and other events."
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url: "/4D/pastEvents"
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btn_label: "Learn More"
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btn_class: "btn--primary"

‎_data/materials/workshops.yaml‎

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url: "https://www.espol.edu.ec/"
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4D_Event: 1
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- title: "Topics in Applied Machine Learning: A Theoretical and Hands-On Approach"
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subtitle: "A Minisymposia at CNMAC 2022"
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date: "September 2022"
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audience: "Everyone"
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language_instruction: "Portuguese"
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language_materials: "Portuguese"
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links:
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- url: "http://www.cnmac.org.br/novo/index.php/CNMAC/conteudo/2022/e_5/0/25"
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title: "Website"
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- url: "https://github.com/Mjrovai/CNMAC-22"
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title: "Hands-On Materials"
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thumbnails:
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- image: "/assets/images/thumbnails/harvard_seas.svg"
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alt: "Harvard John A. Paulson School of Engineering and Applied Sciences"
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url: "https://www.seas.harvard.edu/"
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- image: "/assets/images/thumbnails/unifei.png"
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alt: "Universidade Federal de Itajubá (UNIFEI)"
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url: "https://unifei.edu.br/"
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- image: "/assets/images/thumbnails/barnard.png"
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alt: "Barnard College"
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url: "https://cs.barnard.edu/"
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4D_Event: 1
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- title: "SciTinyML 2022<br/>Africa, Asia, and Latam"
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subtitle: "Scientific Use of Machine Learning on Low-Power Devices"
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date: "April, June, July 2022"

‎_data/research.yaml‎

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alt: "Barnard College"
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url: "https://cs.barnard.edu/"
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- title: "Coffee disease classification at the edge using deep learning"
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authors: "João Vitor Yukio Bordin Yamashita, João Paulo R.R. Leite"
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pub: "Smart Agricultural Technology"
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doi: "10.1016/j.atech.2023.100183"
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date: "August 2023"
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thumbnails:
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- image: "/assets/images/thumbnails/unifei.png"
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alt: "Universidade Federal de Itajubá (UNIFEI)"
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url: "https://unifei.edu.br/"
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- title: "A TinyML Deep Learning Approach for Indoor Tracking of Assets"
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authors: "Diego Avellaneda, Diego Mendez, Giancarlo Fortino"
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pub: "Sensors"
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doi: "10.3390/s23031542"
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date: "January 2023"
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thumbnails:
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- image: "/assets/images/thumbnails/pontificia.png"
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alt: "Pontificia Universidad Javeriana"
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url: "https://www.javeriana.edu.co/"
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- image: "/assets/images/thumbnails/calabria.png"
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alt: "University of Calabria"
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url: "https://www.unical.it/"
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- title: "On-Device IoT-Based Predictive Maintenance Analytics Model: Comparing TinyLSTM and TinyModel from Edge Impulse"
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authors: "Irene Niyonambaza Mihigo, Marco Zennaro, Alfred Uwitonze, James Rwigema, Marcelo Rovai"
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pub: "Sensors"
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doi: "10.3390/s22145174"
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url: "https://www.mdpi.com/1424-8220/22/14/5174"
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date: "June 2022"
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thumbnails:
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- image: "/assets/images/thumbnails/UoRwanda.png"
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alt: "University of Rwanda"
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url: "https://ur.ac.rw/"
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- image: "/assets/images/thumbnails/ictp.svg"
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alt: "The Abdus Salam International Centre for Theoretical Physics (ICTP)"
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url: "https://www.ictp.it/"
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- image: "/assets/images/thumbnails/unifei.png"
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alt: "Universidade Federal de Itajubá (UNIFEI)"
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url: "https://unifei.edu.br/"
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- title: "Widening Access to Applied Machine Learning with TinyML"
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authors: "Vijay Janapa Reddi, Brian Plancher, Susan Kennedy, Laurence Moroney, Pete Warden, Anant Agarwal, Colby Banbury, Massimo Banzi, Matthew Bennett, Benjamin Brown, Sharad Chitlangia, Radhika Ghosal, Sarah Grafman, Rupert Jaeger, Srivatsan Krishnan, Maximilian Lam, Daniel Leiker, Cara Mann, Mark Mazumder, Dominic Pajak, Dhilan Ramaprasad, J. Evan Smith, Matthew Stewart, Dustin Tingley"
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url: "https://www.edx.org/"
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conference:
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- title: "How TinyML Can be Leveraged to Solve Environmental Problems: A Survey"
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authors: "Hatim Bamoumen, Anas Temouden, Nabil Benamar, Yousra Chtouki"
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pub: "IEEE International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies"
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doi: "10.1109/3ICT56508.2022.9990661"
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date: "November 2022"
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thumbnails:
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- image: "/assets/images/thumbnails/Al_Akhawayn.png"
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alt: "Al Akhawayn University in Ifrane"
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url: "http://www.aui.ma/"
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- title: "Atrial Fibrillation and Sinus Rhythm detection using TinyML (Embedded Machine Learning)"
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authors: "G. Silva, M.D. Lima, J.A.F. Filho and M.J. Rovai"
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pub: "IX Latin American Congress and XXVIII Brazilian Congress on Biomedical Engineering"
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date: "October 2022"
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thumbnails:
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- image: "/assets/images/thumbnails/unifei.png"
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alt: "Universidade Federal de Itajubá (UNIFEI)"
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url: "https://unifei.edu.br/"
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- title: "Classifying Mosquito Wingbeat Sound Using TinyML"
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authors: "Moez Altayeb, Marco Zennaro, Marcelo Rovai"
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pub: "ACM Conference on Information Technology for Social Good"
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doi: "10.1145/3524458.3547258"
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date: "September 2022"
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thumbnails:
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- image: "/assets/images/thumbnails/ictp.svg"
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alt: "The Abdus Salam International Centre for Theoretical Physics (ICTP)"
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url: "https://www.ictp.it/"
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- image: "/assets/images/thumbnails/unifei.png"
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alt: "Universidade Federal de Itajubá (UNIFEI)"
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url: "https://unifei.edu.br/"
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- title: "BLE-based Indoor Positioning Platform Utilizing Edge Tiny Machine Learning"
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authors: "Diego Avellaneda, Diego Mendez, Giancarlo Fortino"
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pub: "IEEE International Symposium on Dependable, Autonomic and Secure Computing"
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doi: "10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927866"
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date: "September 2022"
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thumbnails:
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- image: "/assets/images/thumbnails/pontificia.png"
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alt: "Pontificia Universidad Javeriana"
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url: "https://www.javeriana.edu.co/"
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- image: "/assets/images/thumbnails/calabria.png"
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alt: "University of Calabria"
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url: "https://www.unical.it/"
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- title: "Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots"
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authors: "Sabrina M. Neuman, Brian Plancher, Bardienus Duisterhof, Srivatsan Krishnan, Colby Banbury, Mark Mazumder, Shvetank Prakash, Jason Jabbour, Aleksandra Faust, Guido C.H.E. de Croon, Vijay Janapa Reddi"
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pub: "IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)"

‎_includes/4D_events‎

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{% assign 4D_Workshops = site.data.materials.workshops | where: "4D_Event", "1" %}
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{% include course_workshop_table materials_list = 4D_Workshops workshop_flag = "1" %}
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## Show and Tells
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All Show and Tell Videos can be found at [this playlist](https://www.youtube.com/playlist?list=PLL5nb-tgetJhpCtybAI7Epkiy_fUiIhwm).
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{% include show_and_tells_table materials_list = site.data.4DEvents.showAndTells %}
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## Seminars
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All Seminar Videos can be found at [this playlist](https://youtube.com/playlist?list=PLL5nb-tgetJiPg33y__aHO8oms1bZKnvD).
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{% include other_materials_table materials_list = site.data.4DEvents.seminars %}

‎_includes/show_and_tells_table‎

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{% if include.materials_list %}
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| Date | Topics | Video Link |
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| --- | --- | --- |
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{% for row in include.materials_list %} | {{ row.date }} | {% for talk in row.talks %} {{ forloop.index }}. **{{ talk.title }}** by {% for author in talk.authors %}{% if forloop.index0 > 0 %}, {% endif %}{% if author.url %}[{% endif %}{{ author.name }}{% if author.url %}]({{ author.url }}){% endif %}{% endfor %} of {% for affil in talk.affiliation %}{% if forloop.index0 > 0 %}, {% endif %}{% if affil.url %}[{% endif %}{{ affil.name }}{% if affil.url %}]({{ affil.url }}){% endif %}{% endfor %}<br />{% endfor %} | [Video]({{ row.url }}) |
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{% endfor %}
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{% endif %}

‎_pages/research.md‎

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## Journal Articles
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{% include research_table paper_list = site.data.research.journal %}
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## Conference Papers
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## Conference Proceedings
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{% include research_table paper_list = site.data.research.conference %}
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## Other Publications

‎_pages/workingGroups/4D/academicNetwork.md‎

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excerpt: "The TinyML4D working group is building a network of academic institutions, based in Developing Countries, interested in expanding access to Applied Machine Learning by establishing best practices in education. We aim to ultimately develop a community of researchers and practitioners focused on both improving access to TinyML education and enabling innovative solutions for the unique challenges faced by Developing Countries."
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network_map:
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- image_path: /assets/images/workingGroups/4D/AN_Map2.jpg
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- image_path: /assets/images/workingGroups/4D/AN_Map3.png
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alt: "TinyML4D Academic Network"
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excerpt: "With support from the [**International Centre for Theoretical Physics (ICTP)**](https://www.ictp.it/) a first group of 20 Universities joined the network in Summer 2021 and another 20 in Summer 2022."
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excerpt2: "We have also partnered with the [Edge Impulse Academic Network](https://www.edgeimpulse.com/university) to further expand our reach by co-promoting events, workshops, seminars, and activities!"
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excerpt_large: true
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excerpt2_large: true
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url: /assets/images/workingGroups/4D/AN_Map2.jpg
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url: /assets/images/workingGroups/4D/AN_Map3.png
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btn_label: "Full Size Map"
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btn_class: "btn--primary"
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‎assets/images/thumbnails/Al_Akhawayn.png‎

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‎assets/images/thumbnails/calabria.png‎

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