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

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Parameter</td><td class="align_center">Configuration</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">CPU</td><td class="align_center">Intel Core i9-13980HX (13th Gen)</td></tr><tr><td class="align_left">GPU</td><td class="align_center">NVIDIA GeForce RTX 4080 Ti</td></tr><tr><td class="align_left">System environment</td><td class="align_center">Windows 10</td></tr><tr><td class="align_left">Acceleration environment</td><td class="align_center">CUDA 11.7</td></tr><tr><td class="align_left">Language</td><td class="align_center">Python3.11.3</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Experimental environment configuration.</div>

Journal of Sensors

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Table 3

Table 3: Efficient Multistage License Plate Detection and Recognition Using YOLOv8 and CNN for Smart Parking Systems 