Case Study - Wellness / Computer Vision / Mobile

AI Yoga
Instructor

A computer-vision wellness coach that watches movement in real time, guides users through each pose, and provides immediate voice feedback on alignment and form.

Architecture visualization
SYSTEM_ARCHITECTURE_V2.4
NODE_SECURE
Real-Time
Pose Estimation
Voice
Form Feedback
Adaptive
Yoga Routines
Mobile
Guided Practice
The Challenge

Video classes cannot see when a pose is wrong

Recorded wellness sessions are easy to follow but completely one-way. Users can unknowingly repeat poor alignment, receive no correction, and struggle to measure whether their mobility and consistency are actually improving.

The Solution

A guided session that responds to the user

AI Yoga Instructor converts the camera feed into body landmarks, compares alignment against pose targets, and delivers concise voice guidance while the session is in progress.

Platform Capabilities
01

Real-Time Pose Tracking

Computer vision maps body landmarks continuously to understand alignment and movement during each pose.

02

Form Correction

Joint angles and posture rules identify alignment issues and turn them into clear, immediate corrections.

03

Voice Guidance

Hands-free spoken cues help users adjust position without looking away from their practice.

04

Routine Discovery

Users can find sessions by goal, experience level, duration, and targeted mobility area.

05

Progress Analytics

Session history tracks consistency, pose confidence, time practised, and improvement over time.

06

Personalised Coaching

Recommendations adapt to the user's ability, completed sessions, and recurring form challenges.

Coaching Pipeline

From camera frame to useful correction

01

Capture

The device camera receives the live practice session.

02

Estimate

Body landmarks and joint angles are calculated frame by frame.

03

Compare

Alignment is evaluated against the active pose and user level.

04

Guide

Visual and spoken feedback helps the user correct their form.

Showcase

AI Yoga in Action

The live coaching experience, wellness dashboard, routine discovery, progress tracking, and personal settings.

AI Yoga Instructor walkthrough
Real-time yoga coaching
Wellness dashboard
Yoga routine discovery
Progress analytics
Coaching dashboard overview
AI yoga assistant
Profile and settings management
🎥 Video Demo

AI Yoga Instructor walkthrough

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Tech Stack
React NativeExpoTensorFlow.jsMediaPipePose EstimationVoice SynthesisTypeScriptMobile Analytics