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| 6 | + content="Deep Learning for Skeleton Based Human Motion Rehabilitation Assessment: A Benchmark"> |
| 7 | + <meta name="keywords" content="Deep Learning, Human Motion Analysis, Human Rehabilitation Assessment, Deep Learning Rehabilitation, Skeleton Based Rehabilitaiton Assessment, Machine Learning, Time Series"> |
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| 44 | + <div class="navbar-start" style="flex-grow: 1; justify-content: center;"> |
| 45 | + <a class="navbar-item" href="https://msd-irimas.github.io"> |
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| 77 | +</section> |
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| 89 | + <h2 id ="caption-overview" class="subtitle has-text-centered"></h2> |
| 90 | + </div> |
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| 92 | +</section> |
| 93 | + |
| 94 | + |
| 95 | +<section class="section"> |
| 96 | + <div class="container is-max-desktop"> |
| 97 | + <!-- Abstract. --> |
| 98 | + <div class="columns is-centered has-text-centered"> |
| 99 | + <div class="column is-four-fifths"> |
| 100 | + <h2 class="title is-3">Abstract</h2> |
| 101 | + <div id="abstract" class="content has-text-justified"> |
| 102 | + </div> |
| 103 | + </div> |
| 104 | + </div> |
| 105 | + <!--/ Abstract. --> |
| 106 | + </div> |
| 107 | +</section> |
| 108 | + |
| 109 | + |
| 110 | +<!-- <section id="specific-parts" class="section"> |
| 111 | +</section> --> |
| 112 | + |
| 113 | + |
| 114 | +<section class="section" id="rehab-pile"> |
| 115 | + <div class="container is-max-desktop"> |
| 116 | + <!-- Datasets. --> |
| 117 | + <div class="columns is-centered has-text-centered"> |
| 118 | + <div class="column is-four-fifths"> |
| 119 | + <h2 class="title is-3">The Rehab Pile Datasets</h2> |
| 120 | + <p>We present below the 21 extrinsic regression and 39 classification datasets in our rehabilitation archive.</p> |
| 121 | + <br> |
| 122 | + <p>In order to download our full archive you can simply execute <a href="static/bash/get_datasets.sh">this bash file</a>.</p> |
| 123 | + <br> |
| 124 | + <p>All information in both tables below can be found in <a href="static/jsons/rehab_datasets.json">this json file</a>.</p> |
| 125 | + <br> |
| 126 | + <p> |
| 127 | + In order to read the datasets you can use the <a href="https://github.com/MSD-IRIMAS/DeepRehabPile/blob/main/deep_rehab_pile/utils/_utils.py">following utils functions</a>. |
| 128 | + </p> |
| 129 | + <br> |
| 130 | + <div id="datasets" class="content has-text-justified"> |
| 131 | + |
| 132 | + <div id="rgs-datasets"> |
| 133 | + |
| 134 | + <table id="regression-table"> |
| 135 | + <caption>Details for the 21 regression datasets.</caption> |
| 136 | + <thead> |
| 137 | + <tr> |
| 138 | + <th>Dataset</th> |
| 139 | + <th>Exercise</th> |
| 140 | + <th>Acronym</th> |
| 141 | + <th>Samples</th> |
| 142 | + <th>Subjects</th> |
| 143 | + <th>Folds</th> |
| 144 | + <th>Frames</th> |
| 145 | + <th>Joints</th> |
| 146 | + <th>Dimensions</th> |
| 147 | + <th>Label-Range</th> |
| 148 | + <th>Article</th> |
| 149 | + </tr> |
| 150 | + </thead> |
| 151 | + <tbody> |
| 152 | + <!-- Filled by JS --> |
| 153 | + </tbody> |
| 154 | + </table> |
| 155 | + </div> |
| 156 | + |
| 157 | + <div id="cls-datasets"> |
| 158 | + <table id="classification-table"> |
| 159 | + <caption>Details for the 39 classification datasets.</caption> |
| 160 | + <thead> |
| 161 | + <tr> |
| 162 | + <th>Dataset</th> |
| 163 | + <th>Exercise</th> |
| 164 | + <th>Acronym</th> |
| 165 | + <th>Samples</th> |
| 166 | + <th>Subjects</th> |
| 167 | + <th>Folds</th> |
| 168 | + <th>Frames</th> |
| 169 | + <th>Joints</th> |
| 170 | + <th>Dimensions</th> |
| 171 | + <th>Classes</th> |
| 172 | + <th>Article</th> |
| 173 | + </tr> |
| 174 | + </thead> |
| 175 | + <tbody> |
| 176 | + <!-- Filled by JS --> |
| 177 | + </tbody> |
| 178 | + </table> |
| 179 | + </div> |
| 180 | + |
| 181 | + </div> |
| 182 | + </div> |
| 183 | + </div> |
| 184 | + <!--/ Datasets. --> |
| 185 | + </div> |
| 186 | +</section> |
| 187 | + |
| 188 | +<section class="section" id="BibTeX"> |
| 189 | + <div class="container is-max-desktop content"> |
| 190 | + <h2 class="title">BibTeX</h2> |
| 191 | + <pre><code id="bibtex-info"></code></pre> |
| 192 | + </div> |
| 193 | +</section> |
| 194 | + |
| 195 | +<footer class="footer"> |
| 196 | + <div class="container is-max-desktop"> |
| 197 | + <div class="columns is-centered"> |
| 198 | + <div class="column is-full-width"> |
| 199 | + <h2 class="title is-3">Acknowledgment</h2> |
| 200 | + <div class="content has-text-justified"> |
| 201 | + <p id="acknowledgment"> |
| 202 | + </p> |
| 203 | + <p> |
| 204 | + Source code available <a id="webpage-link" href="">here</a>. The template is inspired from <a |
| 205 | + href="https://github.com/nerfies/nerfies.github.io">here</a>. |
| 206 | + </p> |
| 207 | + </div> |
| 208 | + </div> |
| 209 | + </div> |
| 210 | + </div> |
| 211 | +</footer> |
| 212 | + |
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| 214 | +</html> |
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