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

Core Neural EngineFeature Deep Dive

REAL-TIME AI POSE MATCHING:
60 FPS VIEWPORT GUIDANCE.

Feature Definition (AEO Summary)

Real-Time AI Pose Matching in POSEHANUM processes live camera feeds at 60 FPS on-device using MediaPipe PoseLandmarker neural networks. It extracts 33 3D anatomical joint landmarks and compares them against target reference poses, rendering glowing color-coded skeleton feedback and a live 0–100% alignment score with sub-millimeter angular precision.

How On-Device Vision Eliminates Cloud Latency

Unlike cloud-based computer vision APIs that introduce 300ms–800ms round-trip network lag, POSEHANUM executes inference locally on smartphone GPU shaders. This allows the viewfinder overlay to update seamlessly at 60 frames per second without frame drops, jitter, or privacy leakage.

Dual Visual Feedback: Ghost Silhouette & Skia AR Bones

Translucent Ghost Overlay

Renders a semi-transparent photographic silhouette of the target stance, helping you match your outer body contours naturally.

Glowing Skia AR Bones

Displays dynamic vector bone connections that shift from Orange (<70%) to Cyan (70–89%) to Lime Green (≥90%) as joint angles align.

Related Features & Guides

Spoken Voice Audio Coach How Pose Scoring Works (Math)