Towards Real-Time LPD on Resource-constrained CPUs: An Empirical Evaluation of Pruning and Quantization for YOLOv8
The growing incorporation of deep learning into autonomous robotic systems has highlighted the importance of efficient inference on resource-constrained edge platforms. Moreover, License Plate Detection (LPD) is a key component of intelligent transportation systems, requiring high accuracy and real-time performance for...