Performance Evaluation of Deep Learning Algorithm Using High-End Media Processing Board in Real-Time Environment

Figure 2

The system workflow: the video camera records stream, broken down into frames, and extracted features. The algorithm trained on the COCO dataset then performs region-based detection, counting, and classification. Finally, the performance of the system is evaluated.