PoseFit uses your camera and MediaPipe to track 33 body landmarks, detect your yoga pose, and guide your corrections — all in real time, right in your browser. No app download. No wearables.
No server round-trips. The entire AI pipeline runs locally in your browser using WebAssembly.
Allow your browser to access your webcam. Your video feed is processed entirely on your device — it never leaves your browser.
Google's MediaPipe Pose model tracks 33 anatomical landmarks — shoulders, elbows, hips, knees, ankles — at 30+ FPS in real time.
A custom TF.js model trained on labelled yoga data maps your landmark coordinates to one of 18 poses with a confidence score.
Every frame, the system extracts 99 spatial features (x, y, z per landmark) and feeds them into a neural network that identifies your pose and flags misalignments.
Probabilities are smoothed over a 10-frame window to eliminate jitter and give you stable, accurate feedback.
Golden guide bands overlay your limbs, showing ideal joint trajectories for shoulder-to-wrist and hip-to-ankle alignment.
An agentic ML pipeline retrains and redeploys the pose model daily, keeping accuracy above 92% as the dataset grows.
Tap any pose to see step-by-step instructions, muscles activated, and how PoseFit corrects your form in real time.
Whether you're starting out or refining advanced poses, real-time feedback closes the gap between what you think your body is doing and what it's actually doing.
Poor alignment is the #1 cause of yoga injuries. Instant visual correction guides your joints into safe positions before strain builds up.
Immediate feedback loops dramatically accelerate learning. You no longer need to wait for a class or guess whether your form is right.
Your camera feed is processed by WebAssembly in your browser. No video is stored, streamed, or analysed by any server.
All you need is a browser and a camera. No app installation, no gym membership, no expensive equipment.
Screenshot and record your sessions to compare form over time. Sign in with Google to save your history across devices.
Detailed pose breakdowns explain exactly which muscles should be engaged — turning passive stretching into purposeful, effective practice.
Start your first AI-guided session in under 30 seconds. No download. No signup required.