CAD-120 is a human activity RGB-D video sequence dataset recorded by Microsoft Kinect sensor, which contains 120 videos of 4 subjects performing 12 activities in different environments, such as kitchen, living room, office, etc. This dataset can be tested on human activity detection machines and aims to explore the importance of human activities when machines perform auxiliary tasks.