Commit Graph

2 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
Victor Kuznetsov 25a1acc53b Detect TC260 AIGC label in JPEG EXIF and late/attribute PNG XMP
A corpus audit surfaced China TC260 AIGC-labeled images that `identify`
missed. Three detection gaps in `aigc_label`, all fixed:

- raw-JSON `{"AIGC":{...}}` in JPEG EXIF (UserComment): brace-matched from
  the scan head with `json.raw_decode`, gated on a TC260 field like the
  PNG-chunk path. (Doubao-class output via that export surface.)
- XMP attribute form `TC260:AIGC="{...}"` (PicWish): folded into the
  element regex as a second alternation.
- TC260 XMP packet appended after a large `IDAT`, past the 1 MB scan
  window: `scan_head` now appends late PNG metadata chunks via
  `_png_late_metadata`, mirroring the existing ISOBMFF late-box scan.

Adds `scripts/corpus_gap_scan.py`: runs `identify` over a corpus, writes
the per-file report CSV, and flags `unknown` files that carry a known
marker in their metadata region (the audit that found these gaps).
Scanning only the metadata region — not the whole file — avoids the
random short-token collisions inside compressed PNG/JPEG streams.

On the local corpus this lifts 3 files from `unknown` to AI (China AIGC)
and leaves zero false gap candidates. Synthetic piexif/PngInfo fixtures
cover all three forms.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-05-30 11:44:53 -07:00