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Latam Regional Workshop on SciTinyML: Scientific Use of Machine Learning on Low-Power Devices will be run virtually from July 11-15, 2022.
The Zoom link will be sent out to all registered attendees. The sign-up link is available here. The Latam Regional Workshop will be taught majority in Spanish (SP) with select presentations in English (EN).


Day Date Topics (Language: SP-Spanish; EN-English) Speakers and Materials
Day 1 Monday Introduction to Embedded ML (TinyML)
   1:00:00 PM  (EN) Conference Opening and Schedule
   1:30:00 PM  (SP) Keynote - David Cuartielles
   2:15:00 PM  (EN) Introduction to TinyML
   3:15:00 PM  (SP) Introduction to Deep Learning
   3:55:00 PM  (EN) Day Closing
   4:00:00 PM  (SP) Office Hour
Day 2 Tuesday Hands-on Motion Classification
   1:00:00 PM  (EN) Day Opening
   1:05:00 PM  (SP) Edge Impulse 101: Installation and First Use
   2:00:00 PM  (SP) Hands-on Motion classification and Anomaly Detection
   3:20:00 PM  (SP) Case Study: TFLite-Micro
   3:40:00 PM  (SP) Case Study: TinyML for the Study of Animal Movement: Real Time Motion Detection
   3:55:00 PM  (EN) Day Closing
   4:00:00 PM  (SP) Office Hour
Juan Camilo Giraldo Londoño and Karen Sofia Bustamante Villota of Universidad Autónoma de Occidente
Code | Video
Day 3 Wednesday Hands-on Computer Vision
   1:00:00 PM  (EN) Day Opening
   1:05:00 PM  (EN) Convolutions for Computer Vision
   1:45:00 PM  (SP) Hands-On Computer Vision
   2:45:00 PM  (SP) Case Study: Bee Counting with FOMO
   3:00:00 PM  (SP) Case Study: Satellite Applications for TinyML
   3:15:00 PM  (EN) Case Study: AI-vision Sensors for Water Quality Monitoring
   3:30:00 PM  (EN) Case Study: Detecting Usage of Personal Protective Equipment with a CNN
   3:45:00 PM  (SP) Case Study: Computer Vision - Mask/No-Mask
   3:55:00 PM  (EN) Day Closing
   4:00:00 PM  (SP) Office Hour
Marcelo Pias and Bruna Guterres and Lucas Caetano of Federal University of Rio Grande - FURG
Video
Juan Camilo Giraldo Londoño and Karen Sofia Bustamante Villota of Universidad Autónoma de Occidente
Video
Day 4 Thursday Hands-on Key Word Spotting
   1:00:00 PM  (EN) Day Opening
   1:05:00 PM  (SP) ESPOL Case Studies Introduction
   1:10:00 PM  (SP) Case Study: Early detection of faults in electric motors
   1:20:00 PM  (SP) Case Study: Audio Processing to Prevent Possible Femicides
   1:40:00 PM  (SP) Case Study: Indoor Localization
   2:00:00 PM  (SP) Hands-on Keyword Spotting
   3:25:00 PM  (EN) Case Study: TinyML for Key Recognition from the Sound of a Physical Keyboard
   3:40:00 PM  (EN) Case Study: Domestic Appliance Classification with TinyML via Current and Voltage Signals
   3:55:00 PM  (EN) Day Closing
   4:00:00 PM  (SP) Office Hour
Day 5 Friday Applications of TinyML for Latam
   1:00:00 PM  (EN) Day Opening
   1:05:00 PM  (EN) TinyML on Computer Vision - New Advances
   2:00:00 PM  (SP) Preventive Maintenance using Arduino Pro devices
   2:30:00 PM  (SP) Why is it Important to Talk about Ethics in AI Applications?
   3:00:00 PM  (EN) University Case Studies (Open Presentations / Pitch Future ideas)
   3:50:00 PM  (EN) Workshop Closing
   4:00:00 PM  (SP) Office Hour
Chronic Obstructive Pulmonary Disease (COPD) Detection of UNIFEI
Video | Code
Proyecto Bitmec of UVG
Video
Preventive Maintenance of ESPOL
Video