{"id":31138,"date":"2023-09-14T07:00:00","date_gmt":"2023-09-14T14:00:00","guid":{"rendered":"https:\/\/cloudinary.com\/blog\/?p=31138"},"modified":"2024-10-23T17:34:09","modified_gmt":"2024-10-24T00:34:09","slug":"generative-ai-restores-imperfect-photos","status":"publish","type":"post","link":"https:\/\/cloudinary.com\/blog\/generative-ai-restores-imperfect-photos","title":{"rendered":"Generative AI Restores Imperfect Photos to Perfection"},"content":{"rendered":"\n

Cloudinary continues to add Generative AI innovations to its Programmable Media product with its latest offering: Generative Restore. This new tool uses Generative AI to correct old and damaged images. Whether dealing with user-generated content<\/a>, vintage photographs, scanned images, or pictures damaged by over-compression, Generative Restore can bring what was once difficult to see into view.<\/p>\n\n\n\n

Try out Generative Restore and other cutting-edge features at our new Generative AI Playground<\/a>.<\/p>\n\n\n\n

How It Works<\/h2>\n\n\n\n

Generative restoration is a sophisticated process of scrutinizing images for imperfections like compression artifacts and scratches. Restoring a damaged image is a two-step process. First, generative AI utilizes a restoration model to recover the original image details that might have been lost during past processing. Next, a generative refinement model is applied to enhance the damaged areas thereby restoring the image. The removal of artificially introduced and original noise significantly improves image quality.<\/p>\n\n\n\n

What Does Generative Restore Remove\/Improve?<\/h2>\n\n\n\n

1. Severe compression artifacts.<\/strong> Generative Restore excels at eliminating the artifacts that plague heavily compressed images, eliminating the unsightly imperfections.<\/p>\n\n\n\n

2. Noise reduction. <\/strong>Grainy images can ruin the user experience of your sites. Generative Restore reduces noise, transforming grainy visuals into crisp, clear, more professional-looking images.<\/p>\n\n\n\n

3. Image sharpening.<\/strong> Generative Restore removes blurriness by sharpening fuzzy edges.<\/p>\n\n\n\n

Usage<\/h2>\n\n\n\n

The Generative Restore feature is called via the gen_restore<\/code> transformation command in our SDKS (or e_gen_restore<\/code> in the URL API). <\/p>\n\n\n\n

Some examples and code to see it in action.<\/p>\n\n\n