A Huats Club project exploring light and reflections, bringing the life of AI-animated characters into the physical realm.

About the Project
Inspiration behind STEAMSpirits!
Physics, often perceived as challenging, holds the key to understanding the natural world, yet many students struggle with its abstract concepts. Inspired by the need to transform this educational challenge into an engaging experience, Project Lux-Gram – STEAMSpirits was conceived. This project bridges the gap between scientific theories and student engagement by using a fusion of art and technologies.
Concept Overview

STEAMspirits is more than just an educational exhibit, it is a doorway to deeper understanding and appreciation of physics. Integrating Singapore’s secondary school syllabus into a visually immersive art installation makes learning intuitive and memorable. Students see firsthand the impact of light manipulation, fostering a transformative learning experience. This approach enhances educational outcomes and stimulates curiosity and imagination, essential drivers for cultivating lifelong learning.

Community and Cultural Integration

Innovative Technologies at Play – The Exhibit
- Raspberry Pi and Python – At the core of our exhibit’s technologies are the applications of Raspberry Pi and Python, which synchronized audiovisual elements and create mesmerizing Pepper’s Ghost mirages. These tools are pivotal for their accessibility and educational value. The Raspberry Pi, a compact and affordable computer, along with the user-friendly Python programming language, makes technology approachable for students.

- Computer Vision, AI and Animation – Utilizing Meta’s AnimatedDrawings tool, we derived the pose estimation of the hand-drawn mascots by our members, segmented the characters and transformed these static images into virtual elements within our exhibit. These technologies allow us to preserve each drawing’s original charm and details while incorporating them meaningfully, synergizing into a immersive and interactive experience for our audience.


Huats Club Project Lux-Gram - CV/Rokoko/AI Animation Demonstration
Huats Club STEAMSpirits! Exhibition Demonstration
About the Group
Human Upgrading around Technical Skills (Huats) Club

Special Thanks to our Wonderful Huats Club Members for making Project-Lux-Gram a success!
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- Eileen Lim
- Tricia Leow
- Hannah Lee
- Lim Hui Min
- Chua Dingjuan
- Sow Chorng Huar
- Fu Yongwei