Is it possible to predict if an elderly is going to fall sick based on his/her physical activities at home? This project is an attempt to build a monitoring system to test out the possibilities.
Is it possible to predict if an elderly is going to fall sick based on his/her physical activities at home?
This project is an attempt to build a monitoring system to test out the possibilities.
In this talk, the speaker will show you the system he has built and also covers the following topics:
- Introduction to single board computers
- Introduction to Raspberry Pi
- Advantages of using Raspberry Pi
- Interesting projects with Raspberry Pi
- Common IoT sensors
- SRF05 - Ultra-Sonic Ranger
- Hooking up the sensor with Raspberry Pi
- Python code to read and save data collected from the sensor
- Data sanitization
- Feeding the data into a TensorFlow model for prediction
- Limitations and help needed
Shang graduated from National University of Singapore in 2003 with Bachelor in Molecular Biology. He then studied Bioinformatics in Nanyang Technological University at a master’s degree level. However, he chose to be a programmer after graduating.
In 2005, Shang started his programming career in the advertising industry. His talent in creating work with high aesthetic value is highly recognized in the creative circle even today. Through out his career, Shang has explored many programming fields, crafting websites of all scales with Flash, HTML, PHP and mostly Python in recent years. He also made a few iOS and Android apps.
In 2009, he began exploring interactive installations with Processing, OpenFrameworks, Arduino and Raspberry Pi. His first collaboration was with Steve Lawler aka Mojoko. “Reactive Wall” was exhibited in Singapore Art Museum in 2010. He was pleasantly surprised that his art could bring so much joy to people. Subsequently, he built a few more installations exhibited in Singapore as well as overseas in France, Iceland and Taiwan.
Currently Shang is actively building a digital product of generating a website from on a Facebook business page with his team in WE/WEAR/GLASSES.