Sub-5ms Pose Estimation & 17-Keypoint Kinetic Topology for DanceGoal

High-efficiency monocular neural network inferencing on local WebAssembly and WebGPU runtimes for DanceGoal, extracting anatomical coordinates with sub-pixel precision.

On-Device Neural Tensor Compilation & Zero-Cloud Latency

By deploying specialized quantization models directly inside the client browser, DanceGoal processes video frames at 60 FPS without ever transmitting raw RGB pixels over external networks. This ensures compliance with GDPR and HIPAA while avoiding transmission jitter.

Noise-Rejecting Temporal Kalman Filtering

Monocular video captures are prone to high-frequency keypoint jitter. DanceGoal implements continuous 2nd-order Kalman filters coupled with anatomical bone-length constraints to smooth trajectories without introducing perceptible phase lag.

Key Engineering Invariants

Sub-5ms monocular inference pipeline running 100% on client device
Continuous tracking across 17 anatomical keypoints in 3D projection
Kalman velocity prediction preventing occlusion dropouts
Full client-side GDPR and HIPAA privacy isolation

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