Personal AI Trainer Using Two-Way Mirror and Raspberry Pi

A novel smart mirror system is proposed to enhance users’ daily routines by integrating advanced technologies. Utilizing a Raspberry Pi, an electronic display, a two-way mirror, a camera, and control mechanisms powered by OpenCV and MediaPipe, the system provides personalized interactions through facial recognition. This feature allows the smart mirror to identify users and tailor its responses accordingly. Beyond its aesthetic appeal, the system functions as an interactive fitness coach, guiding users through workouts, correcting their form, and delivering real-time feedback. This paper explores the potential of smart mirrors to revolutionize personal fitness and care, offering an innovative approach to interactive user engagement.

Authors

Publication Details

Published
2025-02-07
DOI
https://doi.org/10.1109/icccit62592.2025.10927916
Citations
1
Primary Topic
Robotics and Automated Systems
Type
article
Field-Weighted Citation Impact
1.21
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Personal AI Trainer Using Two-Way Mirror and Raspberry Pi

K.B. Mistry, R. Singh, Aarush Wasnik, Jayen Modi et al.
1 citations
Robotics and Automated Systems
1.21
article

Personal AI Trainer Using Two-Way Mirror and Raspberry Pi

K.B. Mistry, R. Singh, Aarush Wasnik, Jayen Modi, Dipali Koshti
article en
1 citations

Abstract

A novel smart mirror system is proposed to enhance users’ daily routines by integrating advanced technologies. Utilizing a Raspberry Pi, an electronic display, a two-way mirror, a camera, and control mechanisms powered by OpenCV and MediaPipe, the system provides personalized interactions through facial recognition. This feature allows the smart mirror to identify users and tailor its responses accordingly. Beyond its aesthetic appeal, the system functions as an interactive fitness coach, guiding users through workouts, correcting their form, and delivering real-time feedback. This paper explores the potential of smart mirrors to revolutionize personal fitness and care, offering an innovative approach to interactive user engagement.

Openalex Percentile: Top 24%
Robotics and Automated Systems
1.21
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.