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Car speed Estimation using Single Camera sensor and homographic transformation for near-real time inference using Bytetrack's Tracker , Yolov8 trainer on Cars, and Segmentation models

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DawoodTahir/SpeedEstimation

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Speed Estimation

This project is a Speed Estimation on a Highway only using Static Highway Camera and Computer vision. it applies affine transformation on the curved section of the road to find the Speed of the Car with Accuracy.


Features

  • ✅ [Multi Vehicle Speed Estimation]
  • ✅ [Zone Specified]
  • ✅ [Speed Tracking]

Installation

Make sure you have Python 3.8+ installed. Then install all required dependencies using:

pip install -r requirements.txt

To Run the Program just do:

python speedestimation.py

Results

vehicles-result-2.mp4

📄 License

This project is licensed under the MIT License.

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Car speed Estimation using Single Camera sensor and homographic transformation for near-real time inference using Bytetrack's Tracker , Yolov8 trainer on Cars, and Segmentation models

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