✋ SIBI-Sign-Language-Classification-Transfer-Learning - Classify Sign Language with Ease

📋 Overview

The SIBI-Sign-Language-Classification-Transfer-Learning project is designed to help you classify Indonesian Sign Language (SIBI) alphabets using deep learning techniques. This application utilizes transfer learning and data augmentation to improve accuracy and efficiency in recognizing sign language gestures.

🚀 Getting Started

Follow these simple steps to start using the SIBI Sign Language Classifier:

1. Visit the Releases Page: Go to the Releases page where you can find the latest version of the software.

2. Download the Application:

   • Look for the version that suits your needs. Click on the link to download the file.
   • Ensure you save the file in a location that is easy for you to access later, such as your Desktop or Downloads folder.

3. Install the Application:

   • Locate the downloaded file.
   • Double-click on the file to begin installation. Follow the prompts to complete the setup.

4. Run the Application: After installation, find the application in your programs list or on your desktop. Click to open, and you are ready to start classifying signs!

💻 System Requirements

Make sure your computer meets the following minimum requirements:

• Operating System: Windows 10 or later, macOS, or a recent Linux distribution.
• Processor: Intel Core i3 or equivalent.
• Memory: At least 4 GB of RAM.
• Storage: Minimum of 500 MB free disk space.
• Graphics Card: A dedicated GPU is recommended for better performance, but not required. Integrated graphics may suffice for basic tasks.

🔍 Features

• Deep Learning: Utilizes advanced algorithms to accurately classify SIBI alphabets.
• Data Augmentation: Enhances the dataset to improve model performance.
• User-Friendly Interface: Designed for ease of use for all skill levels.
• Cross-Platform: Works on Windows, macOS, and Linux.

📥 Download & Install

To download the software, click the following link to visit the Releases page:

Download SIBI-Sign-Language-Classification-Transfer-Learning

Once there, follow the earlier instructions to download and install the application. You’ll be up and running in no time!

✨ How to Use the Application

1. Launch the Application: Start the application from your desktop or programs menu.

2. Select Input: Choose the input method for your sign language classification. This may include using your webcam or uploading images.

3. Perform Recognition: Once the input is ready, follow the on-screen instructions to begin the classification process.

4. View Results: The application will display the recognized sign language alphabets. You can save or share the results as needed.

📞 Support

If you encounter any issues or have questions, feel free to reach out for help:

• GitHub Issues: Report any bugs or request features through the Issues section.
• Documentation: Refer to the complete documentation available in the repository.

🌟 Contributing

We welcome contributions to improve the SIBI Sign Language Classifier. If you would like to help, please consult the Contributing Guidelines for more information.

⚖️ License

This project is licensed under the MIT License. You can freely use and modify the code as long as you provide appropriate attribution.

Explore the world of sign language classification and make a difference with SIBI!