The WorkoutSU-10exercisedataset comprises a collection of sequences of human body movements represented by 3D positions of skeletal joints. The dataset was collected at SabancUniversity in Istanbul. The dataset comprises of 1500 sequences in total, collected from 15 people performing 10 different exercises. The motion files contain tracks of 20 joints estimated using the MSKinectSDK. The body pose is captured at a sample rate of 30Hz.Related publicationF. Negin, F. zdemir, C. B. Akgl, K. A. Yksel, A. Eril A Decision Forest Based Feature Selection Framework for Action Recognition from RGB-Depth Cameras. Special Session on Recent Advances on RGB-D Camera Applications, International Conference on Image Analysis and Recognition (ICIAR 2013)