Toolbox
AI approval sorter
Point it at a folder of photos and clips. Every file is measured in your browser for sharpness, noise, exposure, contrast, banding, resolution and near-duplicates, then optionally reviewed by AI for commercial appeal, trademarks, releases and generative artifacts. Files are then moved into likely-approved/ and low-chance/ with a CSV report.
1. Source folder
Up to 2,000 JPG, PNG, WebP, MP4, MOV or WebM files, including sub-folders.
2. Destination folder
This browser cannot write to disk — you'll get a sorted ZIP instead.
3. How strict should the review be?
Strict: files scoring 72 or higher go to likely-approved/.
Strict raises every technical floor, blocks releases, upscales and over-processing, and lets only the best shot of a near-duplicate set through.
AI review uses the keys saved on your API keys page. Without a key the tool still runs on technical scoring alone.
Nothing is uploaded
Pixel analysis, duplicate detection and file moving all happen on your machine. When AI review is on, only one compressed preview per file is sent to your own provider key.
What gets caught
- Blur, camera shake, noise and bad exposure
- Under-resolution stills and sub-1080p clips
- Near-duplicate and similar-content files
- Logos, trademarks and missing releases (AI pass)
- Generative-AI artifacts and policy risks (AI pass)