What is POSEHANUM and how does it work?

POSEHANUM is an AI-powered camera and pose coaching mobile app that uses real-time 33-point computer vision landmark detection, voice coaching, and smart auto-capture to help you take perfect photos.

What is AI pose matching and how accurate is it?

AI pose matching evaluates real-time human anatomical joint landmarks via MediaPipe neural models, calculating sub-millimeter angular deviation with 0–100% alignment scoring.

Are my live camera video frames uploaded to the cloud or saved anywhere?

Zero cloud uploads. POSEHANUM operates with a strict 100% on-device AI architecture. Live camera frames exist only in volatile RAM for milliseconds during active scoring.

How does the spoken voice coach guide me when standing far from the phone?

POSEHANUM features a 650+ scenario audio coaching engine that whispers real-time micro-posture corrections into your earbuds or speaker without needing to walk back to the screen.

How does hands-free auto capture trigger the shutter?

When your body posture aligns with the reference guide and sustains a 90%+ match score for 2 continuous seconds, POSEHANUM automatically fires the camera shutter.

Can I use POSEHANUM offline during travel without internet access?

Yes. POSEHANUM runs 100% offline in airplane mode with pre-downloadable category pose packs.

Back to Features Directory

Security ArchitectureFeature Deep Dive

PRIVACY-FIRST ON-DEVICE AI:
ZERO CLOUD UPLOADS.

Feature Definition (AEO Summary)

Privacy-First On-Device AI in POSEHANUM guarantees that your live camera video stream and anatomical joint keypoints are processed exclusively in volatile device RAM for milliseconds during scoring. Raw video frames are never transmitted to cloud servers, saved to disk, or analyzed for biometric facial recognition.

Local Personalization via MMKV Storage

When POSEHANUM learns which pose categories you prefer, your machine learning preference vector is calculated locally using Exponential Moving Average (EMA) and stored in high-speed encrypted MMKV storage on your device. You can reset or wipe this data anytime via in-app settings.

Related Policies & Architecture

Official Privacy Policy Data Retention Schedule