IEEE/ICACT20240312 Slide.08        [Big Slide]       Oral Presentation
We have leveraged several SoTA object detection models. We perform a comparative analysis with both single-stage and two-stage detection models. The You Only Look Once (YOLO) model series is a widely recognized family from Ultralytics. Here we have considered YOLO versions 5 and 8 with nano and medium-sized models. Faster RCNN is a popular region-based CNN model which is a successor of Fast-RCNN.

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