Shypd.aiThe largest open index of AI toolsSwinIR is an open-source image restoration tool that uses the Swin Transformer architecture. It achieves state-of-the-art performance in various image enhancement tasks.
Trending
Also listed in
About
SwinIR is an official PyTorch implementation of the Swin Transformer model for image restoration. It excels in tasks such as classical, lightweight, and real-world image super-resolution, grayscale and color image denoising, and JPEG compression artifact reduction. The tool's deep feature extraction module, composed of residual Swin Transformer blocks, allows it to outperform state-of-the-art methods while potentially reducing the number of parameters. SwinIR provides interactive online demos, including a Colab demo for real-world image SR and a PlayTorch demo for mobile applications, making it accessible for both research and practical applications.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
