research data . Dataset . 2016

ITOP Dataset

Haque, Albert; Peng, Boya; Luo, Zelun; Alahi, Alexandre; Yeung, Serena; Fei-Fei, Li;
Open Access English
  • Published: 01 Jan 2016
  • Publisher: Zenodo
Abstract
<p><strong>Summary</strong></p> <p>The ITOP dataset (Invariant Top View) contains 100K depth images from side and top views of a person in a scene. For each image, the location of 15 human body parts are labeled with 3-dimensional (x,y,z) coordinates, relative to the sensor&#39;s position.</p> <p><strong>Getting Started</strong></p> <p>Download then decompress the h5.gz file.</p> <pre><code class="language-bash">gunzip ITOP_side_test_depth_map.h5.gz</code></pre> <p>Using Python and <a href="https://www.h5py.org/">h5py</a> (<em>pip install h5py</em> or <em>conda install h5py</em>), we can load the contents:</p> <pre><code class="language-python">import h5py impor...
Subjects
free text keywords: depth sensor, human pose estimation, computer vision, 3D vision
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Dataset . 2016
Provider: Zenodo
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