YOLO-DFD: A Lightweight Method for Dog Feces Detection Based on Improved YOLOv4

<table class="table-group" id="tab5"><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">AP (%)</td><td class="align_center">FPS (f/s)</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">YOLOv4</td><td class="align_center">97.82</td><td class="align_center">3.36</td></tr><tr><td class="align_left">YOLO-DFD</td><td class="align_center">98.66</td><td class="align_center">8.29</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of algorithms in embedded device.</div>

Journal of Sensors

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Table 5

Table 5: YOLO-DFD: A Lightweight Method for Dog Feces Detection Based on Improved YOLOv4 