Commit Graph

2 Commits

Author SHA1 Message Date
Victor Kuznetsov 1a955b096a feat(visible): localize->fill rewrite, sensitivity/backend + api, HEIC + lossless IO
- Replace reverse-alpha removal with localize -> fill (template-free mask + one
  shared cv2/MI-GAN/big-LaMa fill) for every mark; drops the colour-shift / dark-pit
  failure modes, version-robust to a moved or re-rendered mark
- Separate perception/decision/action: engines report Candidates, a pure
  decide(candidates, Context) arbiter owns all policy (sensitivity + provenance +
  pill gate), remove_auto_marks orchestrates -- behavior-preserving (corpus 46/46/92)
- Three orthogonal knobs replace --method: --backend cv2|migan|lama,
  --sensitivity auto|strict|assume-ai, provenance (auto from metadata)
- Add high-level api.remove_visible / visible_provenance (lazy top-level re-export);
  visible --mark auto delegates to it so CLI and library share ONE path
- Read+write HEIC/AVIF on the pixel path via pillow-heif; imwrite preserves the input
  format at max quality (JPEG q100/4:4:4); a no-op copies the original bytes verbatim
- Lossless byte-level JPEG metadata strip (no DCT re-encode); consolidate the two
  remove_ai_metadata into one, delete legacy noai/cleaner + best_auto_mark
- Bump 0.13.0 -> 0.14.0

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-09 14:20:52 +03:00
Victor Kuznetsov 0e5a4cbc54 feat(visible): capture-less AI生成 pill (#54), inpaint fallback, MI-GAN backend (#56)
- Add the Jimeng-basic top-left "AI生成" pill as a CAPTURE-LESS mark
  (pill_engine.py): synthetic-silhouette edge-NCC detect + inpaint-only removal.
  Gated in remove_auto_marks: kept only when Jimeng is confirmed (TC260 metadata
  OR the bottom-right "★ 即梦AI" wordmark fired -- the wordmark keeps recall on
  metadata-STRIPPED uploads) AND Doubao did not fire.
- Add an inpaint-fallback removal path + MI-GAN ONNX backend (migan extra, MIT,
  ~28 MB / ~1 GB peak -- droplet-friendly) alongside big-LaMa. New
  --method auto|reverse-alpha|inpaint (shared across visible/all/batch) and
  erase --backend migan; footprint_mask on each engine.
- auto is deterministic: reverse-alpha for capture marks (recovers exact pixels,
  lighter -- measured cleaner than MI-GAN on structured backgrounds) and inpaint
  only for the capture-less pill.
- --mark auto now removes EVERY detected mark in one pass (remove_auto_marks),
  so a Jimeng-basic image's top-left pill AND bottom-right wordmark both clear.
- Bump 0.12.1 -> 0.13.0.

Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-06 20:38:23 +03:00