Martial Arts Training Sensor Dataset

This dataset is designed to capture critical sensor data from martial arts training sessions, aimed at optimizing movement techniques and predicting injury risks. The data is collected using wearable sensors, including accelerometers, gyroscopes, and pressure sensors, placed on various body parts of martial artists during controlled training movements such as punches, kicks, and footwork.

Key features include:

Accelerometer Data: Measures the acceleration across three axes (X, Y, Z) to analyze movement intensity.
Gyroscope Data: Captures angular velocity to monitor rotation during movements.
Pressure Sensor Data: Records force exerted during training actions, helping assess the quality and power of movements.
Movement Types: Categorizes each recorded session by specific martial arts movements (e.g., punches, kicks, footwork).
Injury Risk Level: Labels participants with low, medium, or high injury risk based on biomechanical analysis.