Commit Graph

3 Commits

Author SHA1 Message Date
Victor Kuznetsov b0aad476fb fix(scripts): drop rich import from analysis scripts (red CI after rich removal)
The cli refactor dropped rich from dependencies, but four scripts still did
`from rich.console import Console` / `rich.table import Table`. Their test
modules import the scripts, so a clean `uv sync --frozen` (CI: core+dev, no
rich) failed at collection with ModuleNotFoundError on macOS/Windows/Linux.

Add a shared plain-text shim `scripts/_plain_console.py` (Console/Table via
click.echo, markup stripped) and switch all four scripts to it. Verified: all
four import with rich blocked, and tests/test_synthid_corpus.py +
tests/test_synthid_pixel_probe.py pass.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-05-31 15:41:50 -07:00
test-user be853011f3 feat(corpus): read HEIC dimensions via macOS sips
PIL cannot open iPhone HEIC without pillow-heif, so width/height stayed
0 for those negatives. Fall back to sips -g pixelWidth/pixelHeight on
macOS when PIL fails; returns (0,0) elsewhere.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 15:55:11 -07:00
test-user f07ce10c72 feat(metadata): SynthID-source detection, C2PA parser consolidation, corpus + tests
Detect SynthID-bearing images via their C2PA companion: a manifest signed by a
SynthID-using vendor (Google/OpenAI) on AI-generated content implies an
invisible SynthID pixel watermark. Verified end-to-end against the vendor
oracles (openai.com/verify, Gemini "Verify with SynthID").

- metadata: synthid_source() + synthid_watermark verdict in get_ai_metadata,
  surfaced as a `metadata --check` callout. Format-agnostic (PNG caBX parser +
  JPEG/WebP/AVIF/HEIF/JXL binary scan).
- constants: SYNTHID_C2PA_ISSUERS {Google, OpenAI}; +opened/placed actions.
- c2pa: single CBOR-aware parser (_cbor_text_after) replaces glitchy regex
  (fixes fGPT-4o claim_generator); removed duplicate _scan_png_c2pa_chunk from
  metadata; shared synthid_verdict / synthid_vendors_in helpers.
- corpus: scripts/synthid_corpus.py ingest tool + data/synthid_corpus/
  (manifest tracked, images gitignored) for a labeled reference set.
- tests: +38 across C2PA parser internals, extract/inject round-trip, ISOBMFF
  container stripping, all IPTC AI markers, and invisible watermark strength
  tiers (SynthID/StableSignature/TreeRing/StegaStamp/RingID/RivaGAN/...).

Pixel-level SynthID detection remains out of reach locally (Google's decoder is
proprietary); a from-scratch spectral pilot confirmed it does not separate real
content. See CLAUDE.md for the full evaluation.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-24 11:32:46 -07:00