FCN Network-Based Weed and Crop Segmentation for IoT-Aided Agriculture Applications

<table class="table-group" id="tab8"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Rede(treino/teste)</td><td class="align_center">CA (%)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">ResNet(1/38)RGB</td><td class="align_center">58</td></tr><tr><td class="align_left">ResNet(1/38)HSV</td><td class="align_center">48.3</td></tr><tr><td class="align_left">ResNet(1/38)lab</td><td class="align_center">52.4</td></tr><tr><td class="align_left">ResNet(38/1)RGB</td><td class="align_center">64.2</td></tr><tr><td class="align_left">ResNet(38/1)HSV</td><td class="align_center">61.2</td></tr><tr><td class="align_left">ResNet(38/1)lab</td><td class="align_center">63</td></tr><tr><td class="align_left">FCN2(16/23)</td><td class="align_center">80.6</td></tr><tr><td class="align_left">FCN2(26/13)</td><td class="align_center">78.4</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison with [<a href="/journals/wcmc/2022/2770706/#B12" target="_blank">12</a>].</div>

Wireless Communications and Mobile Computing

tab8

Table 8

Table 8: FCN Network-Based Weed and Crop Segmentation for IoT-Aided Agriculture Applications 