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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.

Data Set Characteristics:  

Time-Series

Number of Instances:

800

Area:

Physical

Attribute Characteristics:

Real

Number of Attributes:

9

Date Donated

2020-09-03

Associated Tasks:

Classification

Missing Values?

N/A

Number of Web Hits:

3489


Source:

Mouazma Batool
http://portals.au.edu.pk/imc/


Data Set Information:

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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