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<div class="embed-wrapper"><div class="embed-loading"><div class="loadingRow"></div><div class="loadingRow"></div></div><a class="embed-card" href="https://www.youtube.com/watch?v=5kGVyArfo6Y">https://www.youtube.com/watch?v=5kGVyArfo6Y</a></div>
<p> </p>
<h2 id="heading-computer-vision-car-tracking-detection-and-speed-calculation-with-yolov8-sort-and-opencv">Computer Vision Car Tracking Detection and Speed Calculation with YOLOv8, Sort and OpenCV.</h2>
<p>Using the YOLOv8 Model to detect any Car from the Video or Image, and then that Detection is passed through the Sort Algorithm to Keep Track of the same Car.</p>
<p>To Calculate the Speed of the Car, it was used the equation <code>(V = D / T)</code>. The Variable Time was recorded when the Car crossed two Parallels Lines, and the Distance was calculated with the Eucledian Formula of those two Parallels Lines.</p>
<h2 id="heading-check-it-out"><strong>Check-it out</strong></h2>
<p>The Code of the Project is in the <code>speed_detection.ipynb</code> file and the Video Test is in the <code>video</code> folder.</p>
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<h2 id="heading-resources"><strong>Resources</strong></h2>
<ul>
<li><p>Car Detection and Speed Calculation with YOLOv8, Sort and OpenCV Preview: <a target="_blank" href="https://www.youtube.com/watch?v=5kGVyArfo6Y">https://www.youtube.com/watch?v=5kGVyArfo6Y</a></p>
</li>
<li><p>Code: <a target="_blank" href="https://github.com/mendez-luisjose/Car-Detection-and-Speed-Calculation-with-YOLOv8-Sort-and-OpenCV">https://github.com/mendez-luisjose/Car-Detection-and-Speed-Calculation-with-YOLOv8-Sort-and-OpenCV</a></p>
</li>
</ul>


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%[https://www.youtube.com/watch?v=5kGVyArfo6Y] 

## Computer Vision Car Tracking Detection and Speed Calculation with YOLOv8, Sort and OpenCV.

Using the YOLOv8 Model to detect any Car from the Video or Image, and then that Detection is passed through the Sort Algorithm to Keep Track of the same Car.

To Calculate the Speed of the Car, it was used the equation `(V = D / T)`. The Variable Time was recorded when the Car crossed two Parallels Lines, and the Distance was calculated with the Eucledian Formula of those two Parallels Lines.

## **Check-it out**

The Code of the Project is in the `speed_detection.ipynb` file and the Video Test is in the `video` folder.

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## **Resources**

* Car Detection and Speed Calculation with YOLOv8, Sort and OpenCV Preview: [https://www.youtube.com/watch?v=5kGVyArfo6Y](https://www.youtube.com/watch?v=5kGVyArfo6Y)
    
* Code: [https://github.com/mendez-luisjose/Car-Detection-and-Speed-Calculation-with-YOLOv8-Sort-and-OpenCV](https://github.com/mendez-luisjose/Car-Detection-and-Speed-Calculation-with-YOLOv8-Sort-and-OpenCV)

Car Detection and Speed Calculation with YOLOv8, Sort and OpenCV

Systems Engineering Student • Aragua University • Machine Learning, Deep Learning, Computer Vision


Luis Jose Mendez

Luis Jose Mendez

Car Detection and Speed Calculation with YOLOv8, Sort and OpenCV

Computer Vision Car Tracking Detection and Speed Calculation with YOLOv8, Sort and OpenCV.

Check-it out

Resources