4DHumans dataset aims to capture multiple temporally consistent sequences of humans performing different actions. The sequences are expected to be roughly 1 minute long. The data is captured by using a multi-view setup involving multiple calibrated Microsoft Kinect cameras. Further, the sequences are post processed using the pipeline proposed in Fusion4D. We plan to make the dataset publicly available soon.