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Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

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# Conflicts:
#	docs/installation.md
#	docs/supported-signals.md
#	docs/verification-plan.md
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Victor Kuznetsov
2026-08-28 11:18:08 -07:00
parent 27a936ecb7 01539f5f58
commit 0470849b77
122 changed files with 2634 additions and 456 deletions
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docs/installation.md
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@@ -115,6 +115,7 @@ application actually uses:
| `lama` | big-LaMa ONNX fill backend | `visible`, ONNX Runtime | Model download, no Torch |
| `qwen-zimage` | Invisible image-watermark removal, both CUDA-only profiles | `diffusion`, DiffSynth | Yes |
| `text-restoration` | Opt-in verified Qwen-VAE glyph restoration | `qwen-zimage`, `lama` | Yes |
| `text-draft` | Draft OCR proposals for operator verification | PaddleOCR, PaddlePaddle | Model download, no Torch |
| `all` | Every production feature available on the active Python | All compatible rows above | Yes |
| `dev` | Tests, linting, typing, and upstream parity checks | `video`, `detect`, upstream invisible-watermark | Yes, for parity tests |
@@ -131,13 +132,16 @@ flowchart LR
qwen["qwen-zimage"] --> diffusion
text["text-restoration"] --> qwen
text --> lama
draft["text-draft"]
heif
trustmark
verify
```
`heif`, `trustmark`, and `verify` are independent branches. Combine them explicitly with
another feature when required. TrustMark requires NumPy 1.x, which has no
`heif`, `trustmark`, and `text-draft` are independent branches. Combine them
explicitly with another feature when required. `text-draft` is excluded from
`all` because it proposes unverified OCR annotations and is not a production
removal path. TrustMark requires NumPy 1.x, which has no
CPython 3.13 or 3.14 wheels, so that branch is available only on Python
3.11-3.12. The `all` bundle contains every production branch compatible with
the active Python and never includes `dev`.