AI RESEARCH
LPLCv2: An Expanded Dataset for Fine-Grained License Plate Legibility Classification
arXiv CS.CV
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ArXi:2604.08741v1 Announce Type: new Modern Automatic License Plate Recognition (ALPR) systems achieve outstanding performance in controlled, well-defined scenarios. However, large-scale real-world usage remains challenging due to low-quality imaging devices, compression artifacts, and suboptimal camera installation. Identifying illegible license plates (LPs) has recently become feasible through a dedicated benchmark; however, its impact has been limited by its small size and annotation errors.