Human-Data-Utils
Install
To install hmdata:
$ pip install hmdata
List of Data
TotalCapture
The TotalCapture dataset is designed for 3D pose estimation from markerless multi-camera capture, It is the first dataset to have fully synchronised muli-view video, IMU and Vicon labelling for a large number of frames (∼1.9M), for many subjects, activities and viewpoints.
Please check the information on this page: TotalCapture Dataset
Data Preparation
To request access to the TotalCapture Dataset, or for other queries please contact: a.gilbert@surrey.ac.uk.
Download the TotalCapture Dataset and prepare in the following format:
datafolder/
|-> S1/
|-> gyro_mag/
|-> acting1_Xsens_AuxFields.sensors
|-> acting2_Xsens_AuxFields.sensors
|-> ...
|-> imu/
|-> s2_acting1_calib_imu_bone.txt
|-> s2_acting1_calib_imu_ref.txt
|-> s2_acting1_Xsens.sensors
|-> ...
|-> video/
|-> acting1/
|-> TC_S2_acting1_cam1.mp4
|-> ...
|-> TC_S2_acting1_cam8.mp4
|-> acting2/
|-> .../
|-> walking3/
|-> vicon/
|-> acting1/
|-> gt_skel_gbl_pos.txt
|-> gt_skel_gbl_ori.txt
|-> ...
|->.../
|->S5/
Data Preprocess
Convert all videos to images:
$ cd example
$ bash video2images.sh data_dir num_of_processes