Victor Kuznetsov bd60be10f9 docs: fold visible-mark + detection-method research into watermarking-landscape ...

Deep-research 2026-07-10 (adversarially verified): the Gemini sparkle is
tier-gated (visible on Free/Pro, absent on Ultra/AI-Studio/API; no official
visible-mark detector or published glyph spec); the faint-visible-mark
precision/recall wall is fundamental (learned CNN front-end does not cleanly
separate true/false, arXiv:1705.08593 refuted); learned detectors need large
synthetic-composite datasets + carry off-distribution risk; landscape adds
Meta bottom-left + Samsung star-icon variants; China GB 45438-2025 is the
strongest visible-mark mandate.

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

2026-07-10 10:00:12 +03:00

..

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(visible): record the 0.12.1-vs-0.14 head-to-head + backend quality

2026-07-09 19:18:25 +03:00

module-internals.md

docs(visible): record the 0.12.1-vs-0.14 head-to-head + backend quality

2026-07-09 19:18:25 +03:00

qwen-improvement-research.md

fix(qwen): native-geometry img2img + pipeline-aware strength; record dropped auto/mixed/Z-Image leads

2026-06-20 21:52:56 -07:00

release-and-distribution.md

docs: compact CLAUDE.md, relocate incident/CVE detail to docs

2026-06-24 10:28:40 -07:00

research-doubao-distillation.md

style: drop dead Candidate fields, simplify resolve_backend, US spelling

2026-07-09 16:18:13 +03:00

synthid-robust-identity-research-2026-06-08.md

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

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

synthid-robust-identity-research.md

remove: drop all face-restore code (regeneration, not preservation)

2026-06-08 21:21:58 -07:00

synthid.md

test(eval): fix the qwen_in pipeline-fidelity eval set + PaddleOCR ground-truth flow

2026-06-20 14:17:04 -07:00

text-protection-research.md

docs(text-protection): update stale strength note (~0.05 -> ~0.30 SynthID threshold)

2026-05-31 17:53:48 -07:00

watermarking-landscape.md

docs: fold visible-mark + detection-method research into watermarking-landscape

2026-07-10 10:00:12 +03:00