Files
remove-ai-watermarks/typings/piexif/__init__.pyi
T
Victor KuznetsovandClaude Opus 4.8 a4c901ff39 fix: metadata-strip parity, input robustness, and detection/clash coverage
Bug fixes (each with a regression test):
- metadata strip parity across every marker placement: IPTC digitalSourceType
  in XMP, the Samsung post-EOI trailer, the China TC260 AIGC block in EXIF
  UserComment, a bare AIGC block in a non-standard APP segment, and the ISOBMFF
  EXIF path (AIGC + xAI) are all now stripped -- anything a scanner flags, the
  strip reaches
- Samsung genAIType detected when its trailer sits past the 512 KB scan window
  (file-tail read on large photos)
- crashes on edge inputs: Gemini detector on images with a short side < 16px,
  footprint_mask on a zero-size ndarray, the humanizer on chromatic_shift >=
  width, and the CLI on unreadable/corrupt/empty input (clean error, not a
  traceback)
- WebP written losslessly (cv2 quality 101), not lossy at 100
- the IPTC digitalSourceType algorithmicMedia (procedural, not trained on
  sampled data) is no longer flagged as AI-generated, so clean procedural
  content is not scrubbed
- c2pa source-type: compositeWithTrainedAlgorithmicMedia is checked before the
  bare algorithmicMedia token, so an AI-enhanced composite is not misclassified

Detection:
- integrity-clash coverage now normalizes ByteDance / Canva / ElevenLabs /
  Black Forest Labs, so a transplanted manifest next to an independent
  conflicting stamp is caught; the generic China TC260 AIGC label is attributed
  to a co-present TC260 vendor, so a legit Doubao image (its own C2PA + TC260
  label) does not clash (corpus-validated: 0 new clashes on 5000 carriers)

CLI:
- batch exits non-zero (with a warning) when any image errors or a GPU-missing
  SynthID scrub is skipped, and copies the input through so the output dir stays
  complete -- it used to always exit 0 and could silently drop files

Perf:
- GeminiEngine reused as a process-wide singleton with a precomputed template
  ladder: -24% on the identify sparkle path, detection byte-identical

Internal: one shared _ai_exif_targets rule set feeds both EXIF scrubbers so
their coverage cannot drift; docs synced; maintain.sh hardened so the uv-secure
internal teardown crash no longer aborts the gate (still fails on a real finding).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-13 10:49:24 +03:00

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Python

"""Minimal local type stub for the untyped ``piexif`` package.
Covers only the API surface used in this repo (``load``/``dump`` plus the
``ImageIFD`` tag ids), so strict pyright resolves the otherwise-Unknown values
that ``piexif.load`` returns instead of carrying type debt. piexif ships no
``py.typed`` marker; extend this stub if new piexif APIs are adopted.
"""
from typing import Any
class ImageIFD:
Software: int
Make: int
Artist: int
ImageDescription: int
class ExifIFD:
UserComment: int
class GPSIFD: ...
def load(input_data: bytes | str, key_is_name: bool = ...) -> dict[str, Any]: ...
def dump(exif_dict_original: dict[str, Any]) -> bytes: ...
def insert(exif: bytes, image: str, new_file: str | None = ...) -> None: ...
def remove(src: str, new_file: str | None = ...) -> None: ...