CWPV: A Working Postures of the Construction Working Postures Videos dataset

The CWPV (Construction Work Posture Video) dataset encompasses recordings of twenty-one subjects performing eight awkward motions of construction tasks, amounting to a total of 504 video sets (21 subjects * 8 tasks * 3 repetitions) and 1080 IMU data sets (9 subjects * 8 tasks * 3 repetitions * 5 IMUs).Compared to existing datasets, CWPV offers continuous posture images from four different camera positions for the same motion, along with corresponding inertial measurement unit (IMU) data. This facilitates interdisciplinary research.Additionally, we developed a computer vision-based algorithm for evaluating work-related musculoskeletal disorders (WMSDs) using this dataset. The results demonstrate that this dataset is beneficial for conducting vision-based ergonomic risk assessments.For detailed instructions on using the CWPV dataset, please refer to the "README.pdf" file in the attachment.If you use this dataset, please cite the source:Multi-Angle Computer Vision-Based Assessment of Work-Related Musculoskeletal Disorders in Construction Workers. Journal of Construction Engineering and Management.