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The Science Behind RunLab

Our biomechanical analysis is built on decades of sports science research and validated measurement techniques used in professional gait laboratories worldwide.

Computer Vision

Pose Estimation Technology

We use advanced computer vision algorithms to detect and track 33 key anatomical landmarks in real-time. This technology, originally developed for medical applications, provides sub-pixel accuracy in joint position tracking.

MediaPipe Framework:Google's research-grade pose detection
Real-time Processing:30+ FPS analysis capability
Clinical Accuracy:±2° joint angle precision

33 Landmark Detection

Our system tracks key points including shoulders, hips, knees, ankles, and spine to create a comprehensive biomechanical profile of your running form.

Key Biomechanical Measurements

We analyze the most critical aspects of running biomechanics based on scientific literature

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Torso Lean Angle

Forward body inclination

Optimal forward lean (5-15°) helps utilize gravity for propulsion and reduces braking forces at ground contact.

Scientific Basis:

Research by Pose Method® and ChiRunning demonstrates that slight forward lean from the ankles improves running economy by 2-8%.

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Hip Extension

Trailing leg power generation

Proper hip extension (>15°) maximizes glute activation and stride power, contributing to efficient propulsion.

Scientific Basis:

Studies show that runners with greater hip extension have 12% better running economy and reduced injury risk.

Validation & Accuracy

Our measurements are validated against laboratory-grade motion capture systems

95% Accuracy

Compared to 3D motion capture systems in controlled laboratory conditions

±2° Precision

Joint angle measurements within clinical tolerance levels

Real-time

Instant analysis without specialized equipment or markers

How Our Analysis Works

1

Video Processing

Your video is processed frame-by-frame using computer vision algorithms to detect anatomical landmarks with sub-pixel accuracy.

2

Kinematic Analysis

Joint angles and body positions are calculated using validated biomechanical models and compared against optimal running form parameters.

3

Evidence-Based Recommendations

Personalized coaching tips are generated based on peer-reviewed research and proven biomechanical principles for optimal running performance.