https://github.com/ivangael/airplane_monitoring_with_runway_detection

Airplane Runway Detection and Tracking
https://github.com/ivangael/airplane_monitoring_with_runway_detection

airplane-tracking opencv python runway-detection scikit-image tensorflow torch

Last synced: about 2 months ago
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Airplane Runway Detection and Tracking

• Host: GitHub
• URL: https://github.com/ivangael/airplane_monitoring_with_runway_detection
• Owner: IvanGael
• Created: 2024-07-05T23:09:33.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-07-06T00:00:26.000Z (6 months ago)
• Last Synced: 2024-07-06T03:35:18.449Z (6 months ago)
• Topics: airplane-tracking, opencv, python, runway-detection, scikit-image, tensorflow, torch
• Language: Python
• Homepage:
• Size: 22.5 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## Airplane Runway Detection and Tracking

This project detects and tracks airplane approaching and landing on a runway using a combination of deep learning model and image processing techniques. It processes video frames to identify runways, detect airplane, estimate distances, and determine airplane states. 

![Demo](demo.png)

### Features

- Runway line detection using a pre-trained TensorFlow model.

- Airplane detection using YOLOv5.

- State(Landing, Taking Off, On Runway, Approaching) and distance estimation based on airplane position and runway proximity.

 

### Requirements

````

pip install -r requirements.txt

````