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

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# Conflicts:
#	.claude/settings.json
#	docs/installation.md
#	docs/supported-signals.md
#	docs/synthid.md
#	docs/verification-plan.md
#	docs/watermarking-landscape.md
#	pyproject.toml
#	src/remove_ai_watermarks/identify.py
#	uv.lock
This commit is contained in:
Victor Kuznetsov
2026-08-26 12:39:05 -07:00
parent a1c64a0b1d 29f17105de
commit aa74f0eff7
84 changed files with 6888 additions and 1666 deletions
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docs/installation.md
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@@ -1,6 +1,6 @@
# Installation
Python 3.10.1 or newer is required.
Python 3.11 through 3.14 are supported.
## Default metadata mode
@@ -87,6 +87,15 @@ removal, metadata stripping and every `identify` command still run anywhere.
Video SynthID regeneration is a separate VAE path and does still run on CPU or MPS;
it needs the `diffusion` extra, not this one.
The experimental verified-text post-pass additionally needs LaMa:
```bash
uv tool install --force "remove-ai-watermarks[text-restoration]"
```
That extra includes `qwen-zimage` and `lama`; it does not add OCR. Text strings and
line boxes must be reviewed before the run.
## Feature extras
Extras are composable. Install only the capabilities and file formats the
@@ -99,13 +108,14 @@ application actually uses:
| `visible` | Visible mark detection, OpenCV inpainting, and manual erasing | `pixels` | No |
| `video` | Visible video identification/removal and timestamp preservation | `visible`, PyAV | No |
| `detect` | Open DWT-DCT detection for Stable Diffusion, SDXL, and FLUX | `pixels`, PyWavelets | No |
| `trustmark` | Adobe TrustMark detection | trustmark | Yes |
| `trustmark` | Adobe TrustMark detection on Python 3.11-3.12 | trustmark | Yes |
| `verify` | Official remote OpenAI SynthID verification | OpenAI SDK | No |
| `diffusion` | Torch and Diffusers runtime; video SynthID regeneration | `pixels`, Torch, Diffusers | Yes |
| `migan` | MI-GAN ONNX fill backend | `visible`, ONNX Runtime | Model download, no Torch |
| `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 |
| `all` | Every production feature | All rows above | Yes |
| `text-restoration` | Opt-in verified Qwen-VAE glyph restoration | `qwen-zimage`, `lama` | Yes |
| `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 |
Dependency composition:
@@ -119,14 +129,18 @@ flowchart LR
migan --> visible
lama --> visible
qwen["qwen-zimage"] --> diffusion
text["text-restoration"] --> qwen
text --> lama
heif
trustmark
verify
```
`heif`, `trustmark`, and `verify` are independent branches. Combine them explicitly with
another feature when required. The `all` bundle contains every production
branch but never includes `dev`.
another feature when required. 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`.
Examples:
@@ -146,7 +160,7 @@ uv tool install --force "remove-ai-watermarks[detect,trustmark]"
# Official OpenAI SynthID verification
uv tool install --force "remove-ai-watermarks[verify]"
# Every production capability
# Every production capability compatible with this Python
uv tool install --force "remove-ai-watermarks[all]"
# An arbitrary minimal combination