remove-ai-watermarks

mirror of https://github.com/wiltodelta/remove-ai-watermarks.git synced 2026-07-05 07:57:50 +02:00

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Victor Kuznetsov e29d6624b9 docs(known-limitations): seed is a weak text-only quality lever; mark qwen floors certified

Measured (openai_1, 0.10, seeds 0-4): seed barely moves whole-image fidelity
(img LPIPS 0.062-0.065, SSIM/PSNR flat) but shifts text legibility (OCR CER
0.241-0.290, ~17% spread) -- it changes which details regenerate, not the level.
So per-image best-of-N-seed is a weak text-only lever (pin a seed in prod; reserve
best-of-N for text-heavy premium). Also retitle the qwen section "certified floors"
and drop the now-stale "uncertified / run seed-repeat / floor 0.30" tails.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

2026-06-20 15:26:27 -07:00

controlnet-removal-pipeline-research.md

docs(restore): document that restore methods REGENERATE, not preserve

2026-06-08 21:08:11 -07:00

known-limitations.md

docs(known-limitations): seed is a weak text-only quality lever; mark qwen floors certified

2026-06-20 15:26:27 -07:00

module-internals.md

docs: certify qwen scrub floors (OpenAI 0.10 seed-robust, Gemini 0.25)

2026-06-20 15:16:51 -07:00

release-and-distribution.md

Slim CLAUDE.md: move module internals, limitations, landscape research to docs