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Currently, there is a notable prevalence of substantial traffic congestion and frequent vehicular accidents on roadways in contemporary times. Amalgamation of latest front-line technologies involving Internet of Things (IoT) and image classification has immense potential to advance the progress of a proficient traffic regulation system. To mitigate...
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... are conducted by running the YOLOv7 detect python file and providing weights to yolov7.pt. Table 7 shows the experimental configuration used for YOLOv7. A text file with the results as shown in Figure 8 is created, and the total count of vehicles is calculated for analyses as shown in Table 8. ...