I help you decide which AI-generated images are worth keeping and improving
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I review AI-generated image batches and sort the strongest commercial candidates from the weak, repetitive, or flawed ones. I can identify the best images, group them by style, theme, or product type, flag duplicates and near-duplicates, spot common AI issues and artifacts, and highlight the most usable images for Etsy, Shopify, POD, clipart packs, digital downloads, branding, and other creative uses. After curation, I can also improve selected images by fixing minor AI artifacts, enhancing clarity, and upscaling the best candidates for more polished commercial use. Typical pace: 40-50 images per hour for curation, and around 20 images per hour for cleanup, enhancement, and upscaling, depending on image quality and complexity.
I help clients review large batches of AI-generated images and identify which ones are worth keeping, refining, or discarding. I sort strong images from weak ones, group them into clear collections, flag duplicates and common AI flaws, and improve selected images through cleanup, enhancement, and upscaling. I enjoy the point where creativity meets practical use. My focus is not just on images that look attractive, but on finding the ones that are most polished, consistent, and useful for digital products, print, branding, and other creative work. I bring patience, attention to detail, and a strong sense of what makes an image clearer, more professional, and more ready to use.