On the Cross-dataset Generalization in License Plate Recognition
Rayson Laroca,
Everton V. Cardoso,
Diego R. Lucio
et al.
Abstract:Automatic License Plate Recognition (ALPR) systems have shown remarkable performance on license plates (LPs) from multiple regions due to advances in deep learning and the increasing availability of datasets. The evaluation of deep ALPR systems is usually done within each dataset; therefore, it is questionable if such results are a reliable indicator of generalization ability. In this paper, we propose a traditional-split versus leave-one-dataset-out experimental setup to empirically assess the cross-dataset g… Show more
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