AlmendeAlmendealmendealmendeZIPcc-byMar 14, 20142014-03-14
Dataset
ACRAS
Almende Continuous Real-world Activities with on-body smartphones Sensors Data Set.
About
Almende Continuous Real-world Activities with on-body smartphones Sensors Data Set.
The dataset combines accelerometer data with visual data for the purpose of segmentation. It can also be used for activity classification.
This dataset has been created for the master thesis "Temporal Segmentation using Support Vector Machines in the context of Human Activity Recognition" by Roemer Vlasveld.
Download pdf
Download & API
Almende Continuous Real-world Activities with on-body smartphones Sensorszip
The data set is originally used and collected for the Master's thesis `Temporal Segmentation using Support Vector Machines in the context of Human Activity Recognition` by Roemer Vlasveld.
DESCRIPTION
-----------
This data set contains recording of performed human activities in a real-world setting.
The subjects wore a smartphone (in the right front pocket), which was tracking the inertial sensors with an Android application.
Among those sensors are
- Accelerometer
- Magnetic Field
- Gyroscope
The subjects were recorded with a video camera during the performance.
The video recordings were used to annotate activity change points in the inertial data streams.
They can be consulted in case of ambiguity.
The focus of this data set is on the change points between activities.
Although an activity labeling is provided, we advise to not use it directly for activity classification.
CONTENTS
--------
This package contains the following directories:
- */…
Sources & license
License
- cc-by