%0 Computer Program
%A Butler, Rick
%D 2025
%T Python package to read 2D human poses from json files
%U 
%R 10.4121/97d8618d-d456-4c13-9a6c-637217643fdb.v1
%K 2D pose detection
%K Data loading
%K Multiprocessing
%K Pose detection/tracklet conversion
%X <p>About 200 coronary angiogram procedures were recorded from a distance in the Reinier de Graaf hospital, Delft, NL.</p><p>Human pose data were extracted from these videos and saved.</p><p>As the dataset is large, a tool was needed to read the pose data for usage.</p><p>This Python package reads poses from .det2d.json files, and converts between detection and tracklet formats.</p><p>For large datasets, it offers functions to read pose data one file at a time such that the entire dataset need not be loaded into memory.</p><p>It uses multiprocessing to buffer poses in memory for faster access.</p>
%I 4TU.ResearchData