Swin2sr

What is Swin2sr ?

Swin2sr is a state-of-the-art image upscaling tool designed to enhance and upscale images to higher resolutions while maintaining quality. It leverages advanced AI technology to deliver crisp and detailed results, making it ideal for professionals and enthusiasts alike.

Features

• High-Quality Upscaling: Achieve sharp and realistic upscaled images using cutting-edge AI models.
• Advanced Architecture: Built on the Swin Transformer backbone for efficient and accurate image processing.
• Real-Time Processing: Fast and responsive, enabling quick upscaling of images.
• Multiple Formats Support: Works seamlessly with BMP, PNG, JPG, and TIFF formats.
• Zoom Capability: Scale images up to 4x or 8x without losing quality.
• Optional Denoising: Enhance images by reducing noise during the upscaling process.
• Batch Processing: Upscale multiple images at once for improved productivity.

How to use Swin2sr ?

1. Install Swin2sr: Use pip to install the package: pip install swin2sr.
2. Import the Library: Add Swin2sr to your Python script or project.
3. Load the Image: Use the library to load the image you want to upscale.
4. Upscale the Image: Apply the upscaling function with optional parameters like scale factor (e.g., 2 or 4) and denoising.
5. Save the Result: Export the upscaled image in your preferred format.

Frequently Asked Questions

What formats does Swin2sr support?
Swin2sr supports BMP, PNG, JPG, and TIFF formats, ensuring compatibility with most image types.

Can Swin2sr upscale images in real-time?
Yes, Swin2sr is optimized for fast processing, making it suitable for real-time upscaling tasks.

What is the maximum scaling factor supported by Swin2sr?
Swin2sr allows upscaling up to 8x the original resolution, delivering high-quality results even at extreme scales.