Corpus ID: 202121269

An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector

  title={An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector},
  author={Rayson Laroca and L. A. Zanlorensi and G. Gonçalves and E. Todt and W. Schwartz and D. Menotti},
  • Rayson Laroca, L. A. Zanlorensi, +3 authors D. Menotti
  • Published 2019
  • Computer Science
  • ArXiv
  • In this paper, we present an efficient and layout-independent Automatic License Plate Recognition (ALPR) system based on the state-of-the-art YOLO object detector that contains a unified approach for license plate (LP) detection and layout classification to improve the recognition results using post-processing rules. The system is conceived by evaluating and optimizing different models with various modifications, aiming at achieving the best speed/accuracy trade-off at each stage. The networks… CONTINUE READING
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