mmFiT: mmWave Radar Point-Cloud Dataset of Human Fitness Activities

The presented dataset pertains to collection of point cloud data of seven human physical activities collected using a commercial mmwave radar working in the 77-81 GHz band. The radar used for this experiment was TI IWR1642 sensor. These seven physical activities are Dumbbell, Shoulder Press, Squat, Lateral Raise, Boxing, Right Tricep and Left Tricep. These activities have been labelled 1 to 7 respectively. Two users participated in this data collection in the age group of 25-30 years. Please refer the Readme.pdf file for more details. If this dataset or codes help you, you can cite this as: G. Tiwari and S. Gupta, "An mmWave Radar Based Real-Time Contactless Fitness Tracker Using Deep CNNs," in IEEE Sensors Journal, vol. 21, no. 15, pp. 17262-17270, 1 Aug.1, 2021, doi: 10.1109/JSEN.2021.3077511.