Research Article

Development of ANPR Framework for Pakistani Vehicle Number Plates Using Object Detection and OCR

Table 4

Comparative analysis with proposed method [21].

Number of testing imagesResolution (pixel)Computation time on one imageAverage score (%)Localization result

Pipeline in [21] on our dataset90416 × 41644 seconds9Poor localization because they used edge detection
Our pipeline on the dataset in [21]351140 × 6412.7 seconds71Best localization because of YOLOv4