TY - GEN
T1 - Desktop Application for a Virtual Chemistry Lab with Computer Vision-Based Interaction for High School Students
AU - Llaguento-De-La-Cruz, Marlon
AU - Osorio-Quiroz, Juan
AU - Ugarte, Willy
N1 - Publisher Copyright:
© 2025 FRUCT Oy.
PY - 2025
Y1 - 2025
N2 - The integration of computer vision in educational environments opens new opportunities for interactive and immersive learning. This work proposes a desktop application for a virtual chemistry laboratory aimed at high school students, utilizing hand gesture recognition to simulate real laboratory interactions. Through the development of a proprietary dataset with multi-action gestures and the training of a convolutional neural network model, the system enables students to conduct virtual experiments safely, reinforcing theoretical concepts through practical experiences. This solution promotes active, accessible, and personalized learning in science education, especially in contexts with limited resources.
AB - The integration of computer vision in educational environments opens new opportunities for interactive and immersive learning. This work proposes a desktop application for a virtual chemistry laboratory aimed at high school students, utilizing hand gesture recognition to simulate real laboratory interactions. Through the development of a proprietary dataset with multi-action gestures and the training of a convolutional neural network model, the system enables students to conduct virtual experiments safely, reinforcing theoretical concepts through practical experiences. This solution promotes active, accessible, and personalized learning in science education, especially in contexts with limited resources.
KW - Convolutional Neural Networks
KW - Gestures
KW - Object Detection
KW - Pose Estimation
UR - https://www.scopus.com/pages/publications/105029768211
U2 - 10.23919/FRUCT67853.2025.11239176
DO - 10.23919/FRUCT67853.2025.11239176
M3 - Contribución a la conferencia
AN - SCOPUS:105029768211
T3 - Conference of Open Innovation Association, FRUCT
SP - 209
EP - 215
BT - Proceedings of the 38th Conference of Open Innovations Association, FRUCT 2025
PB - IEEE Computer Society
T2 - 38th Conference of Open Innovations Association, FRUCT 2025
Y2 - 5 November 2025 through 7 November 2025
ER -