Considering image enhancement
I’m thinking about using a median filter to reduce noise while maintaining image detail. I’ll also enhance the sharpness, adjust the levels, and use auto-contrast. The goal is to give two versions (2x and 4x) for the user to choose from, with minimal text and clear download links for PNG and JPEG files.
Planning image enhancement steps
I need to write code to open the image and calculate the new size based on a 4x upscale factor, using LANCZOS for resampling. I’ll apply a mild median filter to reduce minor noise, enhance details, and apply autocontrast with a small cutoff to avoid extremes. I'll save the images in both 2x and 4x resolutions, linking to the PNG version.
Planning side-by-side preview
I’m thinking about creating a side-by-side image preview. The tool can show images automatically if we display them directly. Since we’re not allowed to use certain image generation features, I’ll process the images manually, displaying downloadable links for the enhanced versions, as the guidelines require.
Proceeding with image enhancement
I can proceed by using Python to enhance the image without referencing the previous issue, as there’s no need to disclose internal tool failures. I'll work with PIL, applying autocontrast, mild denoise, resizing, and applying UnsharpMask for final enhancement. Metadata isn
Thought for 42s
