Efficient Multistage License Plate Detection and Recognition Using YOLOv8 and CNN for Smart Parking Systems

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset</td><td class="align_center">Number of instances</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">License plate detection</td><td class="align_center">2,528</td></tr><tr><td class="align_left">Character detection</td><td class="align_center">1,849</td></tr><tr><td class="align_left">Character recognition</td><td class="align_center">27,000</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Number of instances in each dataset.</div>

Journal of Sensors

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Table 2

Table 2: Efficient Multistage License Plate Detection and Recognition Using YOLOv8 and CNN for Smart Parking Systems 