A Garbage Detection and Classification Method Based on Visual Scene Understanding in the Home Environment

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithm</td><td class="align_center">MAP (%)</td><td class="align_center">FPS</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">YOLOv5</td><td class="align_center">72.8</td><td class="align_center">30</td></tr><tr><td class="align_left">YOLOv5m-Attention-KG</td><td class="align_center">73.2</td><td class="align_center">28</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Parameters of detection results of each algorithm.</div>

Complexity

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Table 3

Table 3: A Garbage Detection and Classification Method Based on Visual Scene Understanding in the Home Environment 