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Update bird-tracking-with-tracks-visualization docs page
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RizwanMunawar committed Dec 15, 2024
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Expand Up @@ -8,11 +8,10 @@ keywords: bird tracking, YOLO11, Ultralytics YOLO11, AI wildlife monitoring, bir

Explore how to track birds and visualize their flight paths using [Ultralytics YOLO11](https://docs.ultralytics.com/models/yolo11/). This guide will show you how to detect birds, calculate flight paths, and visualize their movement using a custom-trained YOLO11 model.

<div class="embed-container">
<iframe src="https://drive.google.com/file/d/1QkCcTqfZmB9aPIb9ml62je-A3hljdCR-/preview"
allow="autoplay">
</iframe>
</div>
<figure>
<img width="1920" src="https://github.com/RizwanMunawar/visionusecases/releases/download/v1.0.0/bird-tracking-with-trajectory.avif" alt="Bird Tracking with Path Visualization Using Ultralytics YOLO11">
<figcaption>Fig-1: Bird Tracking with Path Visualization Using Ultralytics YOLO11.</figcaption>
</figure>

### Step 1: Load the YOLO Model and Video

Expand Down Expand Up @@ -207,6 +206,13 @@ cap.release()
cv2.destroyAllWindows()
```

It's time to watch the Output 🚀
<div class="embed-container">
<iframe src="https://drive.google.com/file/d/1QkCcTqfZmB9aPIb9ml62je-A3hljdCR-/preview"
allow="autoplay">
</iframe>
</div>

### Real World Applications

There are many real-world applications for this, but a few where this idea can be used are mentioned below:
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