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International Journal for Research in Applied Science & Engineering Technology (IJRASET)
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ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538
Volume 11 Issue IV Apr 2023- Available at www.ijraset.com
ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538
Volume 11 Issue IV Apr 2023- Available at www.ijraset.com
As shown in Figure 8, Click on the calculate green signal time allocation to get the time period which is displayed according to the vehicle density count. According to the image that we have uploaded the time period is calculated with respective to white pixel count.
As shown in Figure 9, In case of the presence of an ambulance it is detected by the YOLO.
As shown in Figure 10, If the ambulance is detected then irrespective of the white pixel count the waiting time for the ambulance will be 10 sec
VI. CONCLUSION
In this paper, a smart traffic control system availing image processing as an instrument for measuring density has been proposed. Besides explaining the limitations of the current near-obsolete traffic control system, the advantages of the proposed traffic control system have been done. For this purpose, four sample images of different traffic scenarios have been attained. Upon completion of edge detection, the similarity between the sample images with the reference image has been calculated. The ambulance when detected gives less waiting time. Using this similarity, time allocation has been carried out for each individual image in accordance with the time allocation algorithm. In addition, similarity in percentage and time allocation has been illustrated for each of the four sample images using Python programming language.
VII. ACKNOWLEDGEMENT
We thank CMR Technical Campus for supporting this paper titled “Density Based Smart Traffic Control System Using Canny Edge Detection”, which provided good facilities and support to accomplish our work. Sincerely thank our Chairman, Director, Deans, Head of the Department, Department of Computer Science and Engineering, Guide and Teaching and Non- Teaching faculty members for giving valuable suggestions and guidance in every aspect of our work
