Camera detects movement
The webcam identifies body landmarks such as shoulders, hips, knees, elbows, wrists, and ankles.
PosePath
A private AI movement companion for real-time yoga feedback, calm guidance, and mindful home practice.
The gap
Home practice needs feedback, not another video.
Many people follow videos, apps, or self-guided routines, but they cannot easily tell whether their shoulders, hips, knees, or elbows are aligned in the way the pose expects.
PosePath is being built for the moment between instruction and self-awareness: the quiet need for simple, supportive guidance while you move.
The approach
Quiet movement intelligence for private practice.
PosePath uses pose estimation to detect key body landmarks, interpret joint angles in context, and translate that into calm visual and spoken cues.
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Real-time awareness
See alignment feedback while you are moving, not only after a session ends.
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Gentle guidance
Clear body-part cues instead of judgment, scoring, or overwhelming metrics.
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Built for home
Designed around normal laptop webcams, quiet sessions, and private rooms.
How it works
Three steps from camera input to useful cue.
PosePath analyzes alignment
The system interprets joint angles and maps them to pose-specific guidance ranges.
You receive gentle feedback
Visual heatmap-style cues and short audio prompts help you refine movement without breaking focus.
Current MVP
A technical proof of concept already exists.
The current PosePath prototype runs locally as a Python desktop demo. It connects webcam input, MediaPipe pose tracking, joint angle analysis, heatmap-style overlays, and German audio feedback.
Privacy-first direction
Your practice should stay personal.
PosePath is being shaped around a local-first product direction: movement analysis should be useful without unnecessary data collection.
What the current proof of concept supports
Processing runs locally in the prototype, no runtime upload of camera images was found, and video is not saved by default. A complete privacy concept, consent flow, and GDPR documentation are still part of the product work ahead.
Who it is for
For people who want more awareness between studio sessions.
Yoga beginners
Understand basic alignment cues without needing to guess from a video alone.
Pilates and home practice users
Add a guidance layer to quiet, self-guided movement sessions at home.
More guided movers
Practice with clearer body awareness while staying away from medical or therapy claims.
Early access
Follow the path from prototype to private beta.
Join the early list for product updates, demo progress, and first testing opportunities when PosePath is ready for external users.