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Intelligent Media Accelerometer and Gyroscope (IM-AccGyro) Dataset Data Set
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Abstract: The IM-AccGyro dataset is devised to benchmark techniques dealing with human activity recognition based on inertial sensors.

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Mouazma Batool

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We have introduced a Accelerometer and Gyroscope (IM-AccGyro) dataset using GY-521 sensors attached to the subject's arm, leg, and neck region to capture important aspects of human motion. The dataset represents motion data captured while subjects are involved in performing 6 human activity behaviors: boxing, clapping, running, sitting, standing, and walking. The ages of the participants range from 15 to 30 years with having weight ranging between 30-100 kgs. Due to multi-sensor environment and inter-behavioral similarity, the dataset itself poses adequate amount of challenges.

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