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  <H1 align="center">
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  YOLOv8 Object Detection with DeepSORT Tracking(ID + Trails) </H1>
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  - For yolov8 object detection + Tracking + Vehicle Counting
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  ```
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  python predict.py model=yolov8l.pt source="test3.mp4" show=True
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- ```
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- ### RESULTS
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- #### Vehicles Detection, Tracking and Counting
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- ![](./figure/figure1.png)
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- #### Vehicles Detection, Tracking and Counting
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- ![](./figure/figure3.png)
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- ### Watch the Complete Step by Step Explanation
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- - Video Tutorial Link [`YouTube Link`](https://www.youtube.com/watch?v=9jRRZ-WL698)
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- [![Watch the Complete Tutorial for the Step by Step Explanation](https://img.youtube.com/vi/9jRRZ-WL698/0.jpg)]([https://www.youtube.com/watch?v=StTqXEQ2l-Y](https://www.youtube.com/watch?v=9jRRZ-WL698))
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+ ---
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+ title: Real Time YOLOv8 Object Detection with DeepSORT Tracking
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+ sdk: gradio
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+ app_file: app.py
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+ ---
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+
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  <H1 align="center">
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  YOLOv8 Object Detection with DeepSORT Tracking(ID + Trails) </H1>
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  - For yolov8 object detection + Tracking + Vehicle Counting
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  ```
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  python predict.py model=yolov8l.pt source="test3.mp4" show=True
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+ ```