https://github.com/ariyaarka/prediction-models

A beginner level prediction models for data science and computer vision
https://github.com/ariyaarka/prediction-models

computer-vision kaggle-dataset machine-learning pothole-detection roboflow-api yolov8

Last synced: 20 days ago
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A beginner level prediction models for data science and computer vision

• Host: GitHub
• URL: https://github.com/ariyaarka/prediction-models
• Owner: AriyaArKa
• Created: 2024-08-18T02:17:05.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-08-18T03:40:48.000Z (5 months ago)
• Last Synced: 2024-08-18T04:22:25.772Z (5 months ago)
• Topics: computer-vision, kaggle-dataset, machine-learning, pothole-detection, roboflow-api, yolov8
• Language: Jupyter Notebook
• Homepage:
• Size: 4.2 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Pothole Detection System

Welcome to the Pothole Detection System repository! This project demonstrates an advanced system for detecting potholes using computer vision and machine learning techniques.

## Demo Video

To see the pothole detection system in action, watch the demo video below:

[Watch the demo video](https://www.linkedin.com/feed/update/urn:li:activity:7230758159672369152/)

In this video, you'll see how the system detects potholes in real-time and alerts drivers to avoid potential damage to their vehicles.

## Highlights

- **Technology:** YOLOv8 for advanced object detection

- **Data Annotation:** Roboflow for precise labeling

- **Data Source:** Kaggle dataset

- **Current Status:** Performing well with ongoing improvements

Thank you for checking out our Pothole Detection System! We hope you find it useful and informative.