remove-ai-watermarks

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Victor Kuznetsov e41bdbc9c8 Add receipt-document gate to classify

A DEFINITELY verdict now runs a linear receipt gate on the CLIP-L-ft
vector Model 1 already computes: a hit publishes unknown and skips the
124-d provider pass. Trained on CORD-v2 train (800, CC BY 4.0) plus 200
synthetic capture-style receipts against 2,400 ai_train negatives; the
threshold is certified on CORD validation and a synthetic holdout with
no field-receipt pixels. Field receipts false-AI 19/59 -> 2/59, CORD
89/99 -> 0/99, ai_test DEFINITELY cost 7/1,847.

2026-09-05 11:14:07 -07:00

__init__.py

Add project files, tests, and documentation for GitHub release

2026-03-25 11:15:05 -07:00

conftest.py

Validate C2PA credentials before attribution

2026-08-15 11:31:59 -07:00

test_api.py

Expose visible validation in pipeline results

2026-09-04 20:59:09 -07:00

test_baidu_engine.py

Collapse the duplicated detection path and lift the image pipeline into the library

2026-08-03 22:49:45 -07:00

test_c2pa_registry_sync.py

Sync the C2PA soft-binding registry

2026-09-03 09:44:24 -07:00

test_classify.py

Add receipt-document gate to classify

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test_cli_robustness.py

Add the classify extra for the 2026-08-31 photo freeze. (#90 )

2026-08-31 22:45:18 -07:00

test_cli.py

Expose visible validation in pipeline results

2026-09-04 20:59:09 -07:00

test_contentseal_corpus.py

Reject the uncalibrated text-manifest tiling and verify Content Seal transforms

2026-08-27 16:53:34 -07:00

test_cpu_offload.py

Keep only the two-stage profiles and make CUDA a precondition

2026-08-03 12:16:14 -07:00

test_dependabot.py

Correct OpenCV Dependabot compatibility cutoff

2026-07-30 18:18:49 -07:00

test_designer_synthid_suppression.py

Sync the C2PA soft-binding registry

2026-09-03 09:44:24 -07:00

test_distribution_boundary.py

Release 0.26.2 and document distribution surfaces

2026-08-09 00:27:10 -07:00

test_docs_cover_the_public_surface.py

Guard the docs seam, and close the eight knobs it had already lost

2026-09-01 15:33:26 -07:00

test_doubao_engine.py

Fix Doubao edge-mask artifacts

2026-08-31 19:49:31 -07:00

test_engine_selection_analysis.py

Add measured auto engine selection

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test_evaluation_data.py

Reject the uncalibrated text-manifest tiling and verify Content Seal transforms

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test_fidelity_matching.py

Evaluate selective text restoration

2026-08-15 12:20:25 -07:00

test_forensic_124d.py

Add the classify extra for the 2026-08-31 photo freeze. (#90 )

2026-08-31 22:45:18 -07:00

test_forensic_metadata.py

Add versioned forensic metadata transports

2026-08-05 21:10:55 -07:00

test_gemini_engine.py

feat(visible): white-core rescue for the Gemini false-positive gate

2026-07-11 09:41:58 +03:00

test_humanizer.py

fix: metadata-strip parity, input robustness, and detection/clash coverage

2026-07-13 10:49:24 +03:00

test_identify.py

Sync the C2PA soft-binding registry

2026-09-03 09:44:24 -07:00

test_image_io.py

fix: metadata-strip parity, input robustness, and detection/clash coverage

2026-07-13 10:49:24 +03:00

test_infer_text_lines.py

Evaluate selective text restoration

2026-08-15 12:20:25 -07:00

test_inpaint_fallback.py

feat(visible): auto fill prefers LaMa > MI-GAN > cv2, warn on cv2 fallback

2026-07-09 18:24:20 +03:00

test_invisible_engine.py

Add measured auto engine selection

2026-09-01 10:19:59 -07:00

test_invisible_watermark.py

Halve decoder memory with strip processing and a raveled Haar pass

2026-08-13 13:33:34 -07:00

test_jimeng_engine.py

feat(visible): localize->fill rewrite, sensitivity/backend + api, HEIC + lossless IO

2026-07-09 14:20:52 +03:00

test_kling_engine.py

Improve Kling visible watermark masking

2026-09-04 20:05:07 -07:00

test_liblib_engine.py

Reject the uncalibrated text-manifest tiling and verify Content Seal transforms

2026-08-27 16:53:34 -07:00

test_metadata_internals.py

Sync the C2PA soft-binding registry

2026-09-03 09:44:24 -07:00

test_metadata_record.py

Validate C2PA credentials before attribution

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test_metadata.py

Sync the C2PA soft-binding registry

2026-09-03 09:44:24 -07:00

test_microsoft_engine.py

Enable measured provenance relaxation for the Microsoft badge

2026-08-28 10:06:13 -07:00

test_openai_provenance.py

Merge the docs/arxiv-paper-review research line into main (#95 )

2026-09-01 11:37:32 -07:00

test_optional_deps.py

chore: project review (dev tools in extras, dep upgrades, optional-deps guard, stale cleanup)

2026-06-09 17:03:17 -07:00

test_packaging.py

Release 0.37.1 with the Chroma tokenizer dependency

2026-09-02 10:03:03 -07:00

test_pill_engine.py

Collapse the duplicated detection path and lift the image pipeline into the library

2026-08-03 22:49:45 -07:00

test_pixel_evidence.py

Add versioned forensic metadata transports

2026-08-05 21:10:55 -07:00

test_platform.py

Ship chroma-zimage: Apache-2.0 Chroma1 global stage with measured four-cohort oracle floors

2026-08-30 16:37:20 -07:00

test_publish_photo_classify_hf.py

Point the classify weights at wiltodelta/raiw-photo-classify

2026-09-01 15:33:01 -07:00

test_qwen_engine.py

2026-07-21 16:41:16 -07:00

test_qwen_zimage_pipeline.py

Add measured auto engine selection

2026-09-01 10:19:59 -07:00

test_region_eraser.py

Collapse the duplicated detection path and lift the image pipeline into the library

2026-08-03 22:49:45 -07:00

test_registered_mark_calibrate.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_runninghub_engine.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_samsung_engine.py

feat(visible): localize->fill rewrite, sensitivity/backend + api, HEIC + lossless IO

2026-07-09 14:20:52 +03:00

test_script_help.py

Keep maintainer help portable on Windows

2026-08-27 20:09:54 -07:00

test_security_clamp.py

Read WebP metadata past the scan window and surface C2PA reader failures

2026-08-05 21:10:38 -07:00

test_selective_text_restoration.py

Add verified text restoration

2026-08-15 12:25:35 -07:00

test_synthid_adaptive_carrier_suppress.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_affine_lattice_probe.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_color_space_probe.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_confirmation.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_conformal_cascade.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_confound_probe.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_consensus_probe.py

Merge the docs/arxiv-paper-review research line into main (#95 )

2026-09-01 11:37:32 -07:00

test_synthid_corpus.py

Fix SynthID provenance evidence and release 0.26.1

2026-08-06 18:17:40 -07:00

test_synthid_cyclostationary_probe.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_detector.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_ensemble_attack.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_ensemble_detector.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_fragment_attack.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_hybrid_attack.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_oracle_batch.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_periodic_tile_ablation.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_periodic_tile_probe.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_phase_carrier.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_pixel_attack.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_pixel_probe.py

feat(probe): solid-fill SynthID carrier probe; corpus reconfirms no pixel detector

2026-05-24 16:35:39 -07:00

test_synthid_research_inventory.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_research_manifest.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_routed_detector.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_routed_expert_bank.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_runtime_expert_scores.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_spectral_probe.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_tile_attack.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_v3_carrier_subtract.py

Merge the docs/arxiv-paper-review research line into main (#95 )

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test_synthid_v3_codebook_probe.py

Merge the docs/arxiv-paper-review research line into main (#95 )

2026-09-01 11:37:32 -07:00

test_text_draft.py

Add geometry draft mode and pad silhouette descenders

2026-08-19 19:53:38 -07:00

test_text_mark_engine.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_text_mark_faint_mask.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_text_mark_memory.py

feat(visible): localize->fill rewrite, sensitivity/backend + api, HEIC + lossless IO

2026-07-09 14:20:52 +03:00

test_text_restoration.py

Fix adaptive text restoration crop bounds

2026-08-25 12:44:05 -07:00

test_tiling.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_trustmark_detector.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_video_fidelity_probe.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_video_invisible.py

Reject the uncalibrated text-manifest tiling and verify Content Seal transforms

2026-08-27 16:53:34 -07:00

test_video_synthid_sweep.py

Add streaming video SynthID regeneration

2026-07-29 22:03:23 -07:00

test_video_temporal.py

feat: complete product video watermark pipeline

2026-07-31 10:42:39 -07:00

test_video.py

2026-08-28 19:44:25 -07:00

test_visible_examples.py

Synchronize visible-mark content and provider labels

2026-08-28 11:51:59 -07:00

test_visible_fill_quality.py

Add visible mask quality regression coverage

2026-09-04 20:22:59 -07:00

test_watermark_registry.py

Add post-fill validation for visible watermarks

2026-09-03 11:05:59 -07:00

test_yuanbao_engine.py

Add Tencent Yuanbao visible watermark removal

2026-07-25 20:52:15 -07:00