JPEGQuality: This model predicts the JPEG quality of an image based on its content.
GrainNoiseLevel: This model predicts the noise level present in a photograph and estimates the peak signal-to-noise ratio (PSNR) degraded by that noise.
Command-line interface (CLI) tools that allow users to filter out low-quality images based on the results obtained from the supported models.
Upscale low-resolution images while preserving and enhancing visual details.
Use Cases
Waifu2x's JPEGQuality model can be used to assess the quality of JPEG-compressed images and determine the optimal level of compression for desired output.
Waifu2x's GrainNoiseLevel model can be used to identify and filter out low-quality images with high levels of noise, allowing users to create cleaner and more reliable image datasets.
Waifu2x can be used for image enhancement and quality improvement, specifically tailored for anime-style art and photos. Its ability to upscale low-resolution images while preserving and enhancing visual details makes it a valuable asset for artists, designers, and anyone working with anime-style artwork or low-quality images.