The data set used to achieve our results was collected from 16 male and female subjects aged between 23 and 50 and anotated manually by an observer. In total it contains about 4.5 hours of annoted activities Sitting, Standing, Walking, Running, Jumping, Falling and Lying.
We provide our labeled dataset - over 4 hours worth of recorded and labeled human activities - which we would like to share with the research community in a zip file about 300 MB here.
The archive contains 'readme' files with details of the data. In case you have any questions, just email us.