Different Human Activities Gait Data set can be downloaded from here with permission of my on Dr. Vijay Bhaskar Semwal , vsemwal@gmail.com:
The data set is collected under joint project . The participating Institute parties of this data set collection are Dr. Vijay Bhaskar Semwal , MANIT Bhopal & Vishwanth Bijalwan, institute of technology Gopeshwar
As an agreement you have to cite following publications:
Data Set of Different Activities
CSV Formatted Combined labeled data set
Data Set Description: The data set is collected for 25 subjects using wearable accelerometer (6-Degree IMU sensors) for 7 different activities named: Jogging, Normal walk, sit up, up stair walk, down stair walk, walk on heel and walk on toe for clinical examination purpose. We have considered the subject from different age group, gender and also collected data for pregnant woman data. Each data file is having following column: Time(s), ax(g), ay(g), az(g), wx(deg/s) , wy(deg/s), wz(deg/s), AngleX(deg) ,AngleY(deg) AngleZ(deg) T(°) .
Time(s) : time stamp
ax(g), ay(g), az(g): Acceleration about x,y and z axis
wx(deg/s) , wy(deg/s), wz(deg/s): Angular Velocity
AngleX(deg) ,AngleY(deg) AngleZ(deg) T(°): Joint angle value in degree.
The CNN code this model can be downloaded from here:
https://github.com/vsemwal/human-walking-activities/blob/master/har_with_cnn_initial_model.ipynb
For latest release of data set and new research you can follow this twitter page:
https://twitter.com/vsemwal/status/1252056564661248001
Results obtained after applying code. Download the code from GitHub link:
https://github.com/vsemwal/human-walking-activities
Other Relevant Github repositories :
https://github.com/lapalb/AI_Lab