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chore(traces): put TRACES tags on their own line; regenerate the report

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The parser reads a tag up to end of line, so `# TRACES: GR-004 | SR-001 —
prose` swallowed the prose into the tag and the row went unmatched. Splitting
the comment leaves the tag greppable by the same pattern as the code tags and
the commit trailers, which is the point of the house format.

Mechanical throughout; no logic touched. The regenerated report reflects this
session's new tags: 137 -> 148 found, and one more tagged-but-unexecuted, which
is the SuperHero accuracy assertion that is documented but not yet a test.
This commit is contained in:
dtourolle
2026-08-04 14:04:21 +02:00
parent d98dc2855a
commit f891e579c5
15 changed files with 198 additions and 70 deletions
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docs/traceability.md
+78 -46
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@@ -3,7 +3,7 @@
<!-- GENERATED FILE - do not edit by hand. --> <!-- GENERATED FILE - do not edit by hand. -->
<!-- Regenerate: scripts/traceability/traceability-gate.sh --> <!-- Regenerate: scripts/traceability/traceability-gate.sh -->
**Generated:** 2026-07-31T15:01:49+00:00 **Generated:** 2026-07-31T20:39:35+00:00
Denominators are read from [`requirements.md`](requirements.md) at run time, never hardcoded. Coverage counts a requirement only when it is tagged in source **and** has a verification tier this repo's CI host can execute (`T1, T2, T3, static`). Denominators are read from [`requirements.md`](requirements.md) at run time, never hardcoded. Coverage counts a requirement only when it is tagged in source **and** has a verification tier this repo's CI host can execute (`T1, T2, T3, static`).
@@ -12,13 +12,13 @@ Denominators are read from [`requirements.md`](requirements.md) at run time, nev
| Metric | Value | | Metric | Value |
|---|---| |---|---|
| Source files scanned | 112 | | Source files scanned | 112 |
| TRACES tags found | 137 | | TRACES tags found | 148 |
| EXCEPTION tags found | 0 | | EXCEPTION tags found | 0 |
| Requirements defined | 69 | | Requirements defined | 69 |
| Requirements covered | 38 | | Requirements covered | 38 |
| **Coverage** | **55.1%** (38/69) | | **Coverage** | **55.1%** (38/69) |
| Coverage of CI-executable scope | 67.9% (38/56) | | Coverage of CI-executable scope | 67.9% (38/56) |
| Tagged but unexecuted in CI | 7 | | Tagged but unexecuted in CI | 8 |
| Orphan tags | 0 | | Orphan tags | 0 |
### By type ### By type
@@ -29,7 +29,7 @@ Denominators are read from [`requirements.md`](requirements.md) at run time, nev
| DP | 2 | 0 | 8 | | DP | 2 | 0 | 8 |
| IR | 8 | 0 | 8 | | IR | 8 | 0 | 8 |
| GR | 5 | 0 | 9 | | GR | 5 | 0 | 9 |
| VR | 1 | 6 | 14 | | VR | 1 | 7 | 14 |
- **UT** tags present (separate taxonomy, not counted in coverage): UT-001, UT-101, UT-102, UT-103, UT-104, UT-105, UT-106, UT-107, UT-108 - **UT** tags present (separate taxonomy, not counted in coverage): UT-001, UT-101, UT-102, UT-103, UT-104, UT-105, UT-106, UT-107, UT-108
- **IT** tags present (separate taxonomy, not counted in coverage): IT-001 - **IT** tags present (separate taxonomy, not counted in coverage): IT-001
@@ -54,9 +54,9 @@ These requirements have no verification tier this repo's CI host can run, so a t
| VR-010 | out-of-ci | yes | Dump provenance attributes — embedder model, detector settings, `dens… | | VR-010 | out-of-ci | yes | Dump provenance attributes — embedder model, detector settings, `dens… |
| VR-011 | out-of-ci | no | Rewrite the replay harness for the post-AR-012 output contract | | VR-011 | out-of-ci | no | Rewrite the replay harness for the post-AR-012 output contract |
| VR-012 | T4, out-of-ci | no | Quality-knee study — TPI/FPI vs sharpness and vs pose, as VR-005 did … | | VR-012 | T4, out-of-ci | no | Quality-knee study — TPI/FPI vs sharpness and vs pose, as VR-005 did … |
| VR-013 | T4, out-of-ci | no | Cross-source identification probe — gallery from one recording, probe… | | VR-013 | T4, out-of-ci | yes | Cross-source identification probe — gallery from one recording, probe… |
**Tagged but unexecuted:** AR-027, VR-001, VR-002, VR-003, VR-004, VR-005, VR-010 — a test exists and is tagged, but this CI host cannot run it. Report those runs separately. **Tagged but unexecuted:** AR-027, VR-001, VR-002, VR-003, VR-004, VR-005, VR-010, VR-013 — a test exists and is tagged, but this CI host cannot run it. Report those runs separately.
## Orphan tags ## Orphan tags
@@ -84,10 +84,10 @@ _None._
| AR-002 | Planned | T2 | SR-002 | untagged | - | Minimum face size **40×40 px** (VR-013 measured end to end; VR-005's … | | AR-002 | Planned | T2 | SR-002 | untagged | - | Minimum face size **40×40 px** (VR-013 measured end to end; VR-005's … |
| AR-003 | **Done** — `max_fac… | T1, T2, T4 | SR-002 | covered | `src/config.hpp`, `src/nodes/face_detector_node.hpp`, `src/nodes/identity_matcher_node.hpp` | No fixed per-frame face cap — crowd scenes must not lose background c… | | AR-003 | **Done** — `max_fac… | T1, T2, T4 | SR-002 | covered | `src/config.hpp`, `src/nodes/face_detector_node.hpp`, `src/nodes/identity_matcher_node.hpp` | No fixed per-frame face cap — crowd scenes must not lose background c… |
| AR-004 | **Done** — KPN node… | T1, T4 | SR-002 | covered | `src/main.cpp`, `src/nodes/identity_matcher_node.hpp`, `tests/test_replay_fixtures.cpp` | Backpressure: unbounded faces/frame absorbed by slowing, never by dro… | | AR-004 | **Done** — KPN node… | T1, T4 | SR-002 | covered | `src/main.cpp`, `src/nodes/identity_matcher_node.hpp`, `tests/test_replay_fixtures.cpp` | Backpressure: unbounded faces/frame absorbed by slowing, never by dro… |
| AR-005 | **Done** — `umeyama… | T1, T3 | SR-002 | covered | `src/face_utils.hpp`, `tests/test_face_utils.cpp` | Align to 112×112 via ArcFace 5-point similarity transform, fitted by … | | AR-005 | **Done** — `umeyama… | T1, T3 | SR-002 | covered | `src/face_utils.hpp`, `src/nodes/face_aligner_node.hpp`, `tests/test_face_utils.cpp` | Align to 112×112 via ArcFace 5-point similarity transform, fitted by … |
| AR-006 | Done | T3 | SR-002 | covered | `src/nodes/embedder_node.hpp` | 512-d L2-normalised embeddings, batched | | AR-006 | Done | T3 | SR-002 | covered | `src/nodes/embedder_node.hpp` | 512-d L2-normalised embeddings, batched |
| AR-007 | **Done** — `track_a… | T2 | SR-002 | covered | `src/config.hpp`, `src/main.cpp`, `src/nodes/face_tracker_node.hpp` | Associate detections by IoU + embedding, with **frame-dependent** wei… | | AR-007 | **Done** — `track_a… | T2 | SR-002 | covered | `src/config.hpp`, `src/main.cpp`, `src/nodes/face_tracker_node.hpp`, `tests/test_face_tracker.cpp` | Associate detections by IoU + embedding, with **frame-dependent** wei… |
| AR-008 | **Done** — one pool… | T2 | SR-002 | covered | `src/config.hpp`, `src/main.cpp`, `src/nodes/face_tracker_node.hpp` | One track pool keyed on `last_seen`; no separate revival path | | AR-008 | **Done** — one pool… | T2 | SR-002 | covered | `src/config.hpp`, `src/main.cpp`, `src/nodes/face_tracker_node.hpp`, `tests/test_face_tracker.cpp` | One track pool keyed on `last_seen`; no separate revival path |
| AR-009 | Done | T2 | SR-002 | covered | `src/nodes/camera_position_change_detector_node.hpp` | Camera-cut detection (histogram) as an association hint | | AR-009 | Done | T2 | SR-002 | covered | `src/nodes/camera_position_change_detector_node.hpp` | Camera-cut detection (histogram) as an association hint |
| AR-010 | **Done** — decode b… | T2 | SR-002 | covered | `src/main.cpp`, `src/nodes/scene_boundary_annotator_node.hpp`, `src/nodes/scene_detector_node.hpp`, `src/scene_boundaries.hpp` | Scene-boundary detection (TransNetV2) as an association hint | | AR-010 | **Done** — decode b… | T2 | SR-002 | covered | `src/main.cpp`, `src/nodes/scene_boundary_annotator_node.hpp`, `src/nodes/scene_detector_node.hpp`, `src/scene_boundaries.hpp` | Scene-boundary detection (TransNetV2) as an association hint |
| AR-011 | Planned | T1, T2 | SR-002 | untagged | - | **Every model is fed the input it was trained for** — cost reduced by… | | AR-011 | Planned | T1, T2 | SR-002 | untagged | - | **Every model is fed the input it was trained for** — cost reduced by… |
@@ -97,19 +97,19 @@ _None._
| AR-015 | **Done** — reverse … | T2 | SR-002 | covered | `src/track_registry.hpp`, `tests/test_track_registry.cpp` | Two live tracks owned by one actor ⇒ treat as a detected cut, re-asso… | | AR-015 | **Done** — reverse … | T2 | SR-002 | covered | `src/track_registry.hpp`, `tests/test_track_registry.cpp` | Two live tracks owned by one actor ⇒ treat as a detected cut, re-asso… |
| AR-016 | **Done** — `flush()… | T2 | SR-002 | covered | `src/main.cpp`, `src/nodes/result_sink_node.hpp`, `src/track_registry.hpp`, `tests/test_track_registry.cpp` | All tracks closed at EOF — a film ends with faces on screen | | AR-016 | **Done** — `flush()… | T2 | SR-002 | covered | `src/main.cpp`, `src/nodes/result_sink_node.hpp`, `src/track_registry.hpp`, `tests/test_track_registry.cpp` | All tracks closed at EOF — a film ends with faces on screen |
| AR-017 | **Done** — `DeadTra… | T1, T2 | SR-002 | covered | `src/nodes/result_sink_node.hpp`, `src/track_registry.hpp`, `tests/test_track_registry.cpp` | Every presence claim carries its belief and identification route | | AR-017 | **Done** — `DeadTra… | T1, T2 | SR-002 | covered | `src/nodes/result_sink_node.hpp`, `src/track_registry.hpp`, `tests/test_track_registry.cpp` | Every presence claim carries its belief and identification route |
| AR-018 | **Done** — banded a… | T1, T2 | SR-005 | covered | `src/config.hpp`, `src/gallery/track_gallery.hpp`, `src/nodes/identity_matcher_node.hpp` | Per-subject embedding store with banded admission (novel enough, safe… | | AR-018 | **Done** — banded a… | T1, T2 | SR-005 | covered | `src/config.hpp`, `src/gallery/track_gallery.hpp`, `src/nodes/identity_matcher_node.hpp`, `tests/test_track_gallery.cpp` | Per-subject embedding store with banded admission (novel enough, safe… |
| AR-019 | **Done** — all thre… | T2 | SR-005 | covered | `src/gallery/track_gallery.hpp`, `src/nodes/identity_matcher_node.hpp` | Per-film gallery annex from owned tracks; acquires the non-frontal vi… | | AR-019 | **Done** — all thre… | T2 | SR-005 | covered | `src/gallery/track_gallery.hpp`, `src/nodes/identity_matcher_node.hpp`, `tests/test_track_gallery.cpp` | Per-film gallery annex from owned tracks; acquires the non-frontal vi… |
| AR-020 | Planned | T2 | SR-005 | untagged | - | Deferred re-identification of unknown tracks against the final expand… | | AR-020 | Planned | T2 | SR-005 | untagged | - | Deferred re-identification of unknown tracks against the final expand… |
| AR-021 | Planned | T2 | SR-005 | untagged | - | Cluster unknown tracks into one entity per person, under temporal can… | | AR-021 | Planned | T2 | SR-005 | untagged | - | Cluster unknown tracks into one entity per person, under temporal can… |
| AR-022 | Planned | T1, T2 | §4 | untagged | - | Capture still-unidentified tracks: embeddings, metadata, **context cr… | | AR-022 | Planned | T1, T2 | §4 | untagged | - | Capture still-unidentified tracks: embeddings, metadata, **context cr… |
| AR-023 | Done | T1 | SR-002 | covered | `src/gallery/gallery_calibration.hpp`, `src/nodes/identity_matcher_node.hpp` | Fit sigmoid calibration from intra/inter similarity distributions | | AR-023 | Done | T1 | SR-002 | covered | `src/gallery/gallery_calibration.hpp`, `src/nodes/identity_matcher_node.hpp`, `tests/test_calibration.cpp` | Fit sigmoid calibration from intra/inter similarity distributions |
| AR-024 | **Done** — associat… | T1, static | SR-002 | covered | `src/config.hpp`, `src/evidence_discount.hpp`, `src/gallery/gallery_calibration.hpp`, `src/gallery/track_gallery.hpp`, `src/main.cpp`, `src/nodes/face_tracker_node.hpp`, `src/nodes/identity_matcher_node.hpp` | **Always the calibrated probability, never a raw cosine** — exception… | | AR-024 | **Done** — associat… | T1, static | SR-002 | covered | `src/config.hpp`, `src/evidence_discount.hpp`, `src/gallery/gallery_calibration.hpp`, `src/gallery/track_gallery.hpp`, `src/main.cpp`, `src/nodes/face_tracker_node.hpp`, `src/nodes/identity_matcher_node.hpp`, `tests/test_track_gallery.cpp` | **Always the calibrated probability, never a raw cosine** — exception… |
| AR-025 | **Done** — log-odds… | T1 | SR-002 | covered | `src/evidence_discount.hpp`, `src/nodes/identity_matcher_node.hpp` | Per-track Bayesian accumulation in log-odds, with correlated-observat… | | AR-025 | **Done** — log-odds… | T1 | SR-002 | covered | `src/evidence_discount.hpp`, `src/nodes/identity_matcher_node.hpp` | Per-track Bayesian accumulation in log-odds, with correlated-observat… |
| AR-026 | In Progress | T1, T4 | SR-001 | covered | `src/backends/gemm_backend.cpp` | All similarity computed as GEMM, including annex and deferred pass | | AR-026 | In Progress | T1, T4 | SR-001 | covered | `src/backends/gemm_backend.cpp`, `tests/test_similarity.cpp` | All similarity computed as GEMM, including annex and deferred pass |
| AR-027 | Planned | T4 | SR-001 | tagged, unexecuted | `src/backends/gemm_backend.cpp` | Throughput acceptable for **arbitrary** gallery size | | AR-027 | Planned | T4 | SR-001 | tagged, unexecuted | `src/backends/gemm_backend.cpp` | Throughput acceptable for **arbitrary** gallery size |
| AR-028 | Planned | T2 | SR-002 | untagged | - | **Embedding input quality assessed and carried** — every face scored … | | AR-028 | Planned | T2 | SR-002 | untagged | - | **Embedding input quality assessed and carried** — every face scored … |
| AR-029 | Planned | T1 | SR-002 | untagged | - | Sharpness measure on the **aligned crop** (scale-normalised, so it ca… | | AR-029 | Planned | T1 | SR-002 | untagged | - | Sharpness measure on the **aligned crop** (scale-normalised, so it ca… |
| AR-030 | **In Progress** — m… | T1 | SR-002 | covered | `src/face_utils.hpp`, `tests/test_face_utils.cpp` | Visibility measure from the AR-001 5-point landmarks — extreme pose o… | | AR-030 | **In Progress** — m… | T1 | SR-002 | covered | `src/face_utils.hpp`, `src/nodes/face_aligner_node.hpp`, `tests/test_face_utils.cpp` | Visibility measure from the AR-001 5-point landmarks — extreme pose o… |
| DP-001 | Done | T1, manual | PR-004 | covered | `src/main.cpp` | One analysis core; modes are front-ends and must not fork pipeline lo… | | DP-001 | Done | T1, manual | PR-004 | covered | `src/main.cpp` | One analysis core; modes are front-ends and must not fork pipeline lo… |
| DP-002 | Done | T1, manual | PR-004 | covered | `src/main.cpp` | Batch CLI over one title | | DP-002 | Done | T1, manual | PR-004 | covered | `src/main.cpp` | Batch CLI over one title |
| DP-003 | Planned | T1, manual | PR-004 | untagged | - | On-demand resident service with bounded, observable queue | | DP-003 | Planned | T1, manual | PR-004 | untagged | - | On-demand resident service with bounded, observable queue |
@@ -128,7 +128,7 @@ _None._
| IR-008 | **Done** | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Emit and honour the signature's own `v1:` version prefix | | IR-008 | **Done** | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Emit and honour the signature's own `v1:` version prefix |
| GR-001 | Done | T1, T3 | SR-001, SR-005 | covered | `scripts/make_jellyfin_gallery.py` | Build gallery from Jellyfin library cast, TMDB profile fallback | | GR-001 | Done | T1, T3 | SR-001, SR-005 | covered | `scripts/make_jellyfin_gallery.py` | Build gallery from Jellyfin library cast, TMDB profile fallback |
| GR-002 | Done | T1, T3 | PR-003 | covered | `scripts/make_jellyfin_gallery.py` | Incremental `--merge` refresh without re-embedding known actors | | GR-002 | Done | T1, T3 | PR-003 | covered | `scripts/make_jellyfin_gallery.py` | Incremental `--merge` refresh without re-embedding known actors |
| GR-003 | Planned | T1, T3 | SR-001 | covered | `src/build_gallery.cpp`, `src/gallery/gallery_calibration.hpp`, `src/gallery/gallery_report.hpp` | Report coverage: zero-image actors, under-referenced actors, dedup, c… | | GR-003 | **Done** — `gallery… | T1, T3 | SR-001 | covered | `src/build_gallery.cpp`, `src/gallery/gallery_calibration.hpp`, `src/gallery/gallery_report.hpp`, `tests/test_calibration.cpp` | Report coverage: zero-image actors, under-referenced actors, dedup, c… |
| GR-004 | **Done** — basename… | T1, T3 | SR-001 | covered | `scripts/filter_gallery.py`, `scripts/make_gallery.py`, `scripts/make_jellyfin_gallery.py`, `scripts/movienet_eval.py`, `scripts/optimizer/fetch_missing_actors.py`, `scripts/optimizer/optimize.py`, `scripts/optimizer/reembed_gallery.py`, `scripts/optimizer/replay.py`, `scripts/sae_embed_loader.py`, `scripts/sae_gallery.py`, `scripts/sae_stamp.py`, `scripts/stamp_gallery.py`, `src/config.hpp`, `src/gallery/embedder_stamp.cpp`, `src/gallery/embedder_stamp.hpp`, `src/gallery/gallery_builder.cpp`, `src/gallery/gallery_store.cpp`, `src/kpn_bindings.cpp`, `src/main.cpp`, `src/nodes/embedding_dump_node.hpp`, `src/scene_preview.cpp`, `src/types.hpp`, `tests/test_gallery_store.cpp` | Stamp embedder identity into the gallery; **hard startup error** on m… | | GR-004 | **Done** — basename… | T1, T3 | SR-001 | covered | `scripts/filter_gallery.py`, `scripts/make_gallery.py`, `scripts/make_jellyfin_gallery.py`, `scripts/movienet_eval.py`, `scripts/optimizer/fetch_missing_actors.py`, `scripts/optimizer/optimize.py`, `scripts/optimizer/reembed_gallery.py`, `scripts/optimizer/replay.py`, `scripts/sae_embed_loader.py`, `scripts/sae_gallery.py`, `scripts/sae_stamp.py`, `scripts/stamp_gallery.py`, `src/config.hpp`, `src/gallery/embedder_stamp.cpp`, `src/gallery/embedder_stamp.hpp`, `src/gallery/gallery_builder.cpp`, `src/gallery/gallery_store.cpp`, `src/kpn_bindings.cpp`, `src/main.cpp`, `src/nodes/embedding_dump_node.hpp`, `src/scene_preview.cpp`, `src/types.hpp`, `tests/test_gallery_store.cpp` | Stamp embedder identity into the gallery; **hard startup error** on m… |
| GR-005 | Done | T1, T3 | **SR-005** | covered | `src/gallery/gallery_store.hpp` | Gallery data never leaves the instance | | GR-005 | Done | T1, T3 | **SR-005** | covered | `src/gallery/gallery_store.hpp` | Gallery data never leaves the instance |
| GR-006 | Planned | T1 | SR-005 | untagged | - | Provenance tiers: baked / harvested / confirmed, distinguishable per … | | GR-006 | Planned | T1 | SR-005 | untagged | - | Provenance tiers: baked / harvested / confirmed, distinguishable per … |
@@ -147,7 +147,7 @@ _None._
| VR-010 | Planned | out-of-ci | PR-002 | tagged, unexecuted | `src/nodes/embedding_dump_node.hpp` | Dump provenance attributes — embedder model, detector settings, `dens… | | VR-010 | Planned | out-of-ci | PR-002 | tagged, unexecuted | `src/nodes/embedding_dump_node.hpp` | Dump provenance attributes — embedder model, detector settings, `dens… |
| VR-011 | Planned | out-of-ci | PR-002 | untagged | - | Rewrite the replay harness for the post-AR-012 output contract | | VR-011 | Planned | out-of-ci | PR-002 | untagged | - | Rewrite the replay harness for the post-AR-012 output contract |
| VR-012 | Planned | T4, out-of-ci | PR-002 | untagged | - | Quality-knee study — TPI/FPI vs sharpness and vs pose, as VR-005 did … | | VR-012 | Planned | T4, out-of-ci | PR-002 | untagged | - | Quality-knee study — TPI/FPI vs sharpness and vs pose, as VR-005 did … |
| VR-013 | **In Progress** — h… | T4, out-of-ci | PR-002 | untagged | - | Cross-source identification probe — gallery from one recording, probe… | | VR-013 | **In Progress** — h… | T4, out-of-ci | PR-002 | tagged, unexecuted | `experiments/xsource/resolution_sweep.py`, `experiments/xsource/verify_labels.py` | Cross-source identification probe — gallery from one recording, probe… |
| VR-014 | **Done** — 40 rando… | T2, out-of-ci | PR-002 | covered | `scripts/validation/test_audio_offset.py` | Audio-signature **offset recovery on real content** — a known trim re… | | VR-014 | **Done** — 40 rando… | T2, out-of-ci | PR-002 | covered | `scripts/validation/test_audio_offset.py` | Audio-signature **offset recovery on real content** — a known trim re… |
## Detailed mapping ## Detailed mapping
@@ -171,15 +171,16 @@ _None._
**Locations:** 4 **Locations:** 4
- [`src/main.cpp:86`](../src/main.cpp#L86) — `static constexpr std::size_t kSceneJoinDepth = 256;` - [`src/main.cpp:86`](../src/main.cpp#L86) — `static constexpr std::size_t kSceneJoinDepth = 256;`
- [`src/main.cpp:299`](../src/main.cpp#L299) — `Unknown` - [`src/main.cpp:319`](../src/main.cpp#L319) — `Unknown`
- [`src/nodes/identity_matcher_node.hpp:166`](../src/nodes/identity_matcher_node.hpp#L166) — `std::vector<float> host_query(static_cast<size_t>(kMaxFaces) * 512);` - [`src/nodes/identity_matcher_node.hpp:166`](../src/nodes/identity_matcher_node.hpp#L166) — `std::vector<float> host_query(static_cast<size_t>(kMaxFaces) * 512);`
- [`tests/test_replay_fixtures.cpp:3`](../tests/test_replay_fixtures.cpp#L3) — `Unknown` - [`tests/test_replay_fixtures.cpp:3`](../tests/test_replay_fixtures.cpp#L3) — `Unknown`
### AR-005 ### AR-005
**Locations:** 2 **Locations:** 3
- [`src/face_utils.hpp:2`](../src/face_utils.hpp#L2) — `Unknown` - [`src/face_utils.hpp:2`](../src/face_utils.hpp#L2) — `Unknown`
- [`src/nodes/face_aligner_node.hpp:7`](../src/nodes/face_aligner_node.hpp#L7) — `struct FaceAlignerFunc`
- [`tests/test_face_utils.cpp:1`](../tests/test_face_utils.cpp#L1) — `Unknown` - [`tests/test_face_utils.cpp:1`](../tests/test_face_utils.cpp#L1) — `Unknown`
### AR-006 ### AR-006
@@ -190,19 +191,21 @@ _None._
### AR-007 ### AR-007
**Locations:** 3 **Locations:** 4
- [`src/config.hpp:108`](../src/config.hpp#L108) — `Unknown` - [`src/config.hpp:108`](../src/config.hpp#L108) — `Unknown`
- [`src/main.cpp:213`](../src/main.cpp#L213) — `reg_cfg, EvidenceDiscounter(same_person));` - [`src/main.cpp:213`](../src/main.cpp#L213) — `reg_cfg, EvidenceDiscounter(same_person));`
- [`src/nodes/face_tracker_node.hpp:2`](../src/nodes/face_tracker_node.hpp#L2) — `Unknown` - [`src/nodes/face_tracker_node.hpp:2`](../src/nodes/face_tracker_node.hpp#L2) — `Unknown`
- [`tests/test_face_tracker.cpp:1`](../tests/test_face_tracker.cpp#L1) — `Unknown`
### AR-008 ### AR-008
**Locations:** 3 **Locations:** 4
- [`src/config.hpp:108`](../src/config.hpp#L108) — `Unknown` - [`src/config.hpp:108`](../src/config.hpp#L108) — `Unknown`
- [`src/main.cpp:213`](../src/main.cpp#L213) — `reg_cfg, EvidenceDiscounter(same_person));` - [`src/main.cpp:213`](../src/main.cpp#L213) — `reg_cfg, EvidenceDiscounter(same_person));`
- [`src/nodes/face_tracker_node.hpp:2`](../src/nodes/face_tracker_node.hpp#L2) — `Unknown` - [`src/nodes/face_tracker_node.hpp:2`](../src/nodes/face_tracker_node.hpp#L2) — `Unknown`
- [`tests/test_face_tracker.cpp:1`](../tests/test_face_tracker.cpp#L1) — `Unknown`
### AR-009 ### AR-009
@@ -215,9 +218,9 @@ _None._
**Locations:** 9 **Locations:** 9
- [`src/main.cpp:86`](../src/main.cpp#L86) — `static constexpr std::size_t kSceneJoinDepth = 256;` - [`src/main.cpp:86`](../src/main.cpp#L86) — `static constexpr std::size_t kSceneJoinDepth = 256;`
- [`src/main.cpp:309`](../src/main.cpp#L309) — `Unknown` - [`src/main.cpp:329`](../src/main.cpp#L329) — `Unknown`
- [`src/main.cpp:379`](../src/main.cpp#L379) — `return run_net(std::move(net));` - [`src/main.cpp:399`](../src/main.cpp#L399) — `return run_net(std::move(net));`
- [`src/main.cpp:411`](../src/main.cpp#L411) — `Unknown` - [`src/main.cpp:431`](../src/main.cpp#L431) — `Unknown`
- [`src/nodes/scene_boundary_annotator_node.hpp:2`](../src/nodes/scene_boundary_annotator_node.hpp#L2) — `Unknown` - [`src/nodes/scene_boundary_annotator_node.hpp:2`](../src/nodes/scene_boundary_annotator_node.hpp#L2) — `Unknown`
- [`src/nodes/scene_detector_node.hpp:36`](../src/nodes/scene_detector_node.hpp#L36) — `static constexpr std::string_view label() { return "scene_detector"; }` - [`src/nodes/scene_detector_node.hpp:36`](../src/nodes/scene_detector_node.hpp#L36) — `static constexpr std::string_view label() { return "scene_detector"; }`
- [`src/nodes/scene_detector_node.hpp:110`](../src/nodes/scene_detector_node.hpp#L110) — `void flush_remaining()` - [`src/nodes/scene_detector_node.hpp:110`](../src/nodes/scene_detector_node.hpp#L110) — `void flush_remaining()`
@@ -279,42 +282,48 @@ _None._
### AR-018 ### AR-018
**Locations:** 3 **Locations:** 5
- [`src/config.hpp:152`](../src/config.hpp#L152) — `Unknown` - [`src/config.hpp:152`](../src/config.hpp#L152) — `Unknown`
- [`src/gallery/track_gallery.hpp:161`](../src/gallery/track_gallery.hpp#L161) — `struct TrackState` - [`src/gallery/track_gallery.hpp:164`](../src/gallery/track_gallery.hpp#L164) — `struct TrackState`
- [`src/gallery/track_gallery.hpp:274`](../src/gallery/track_gallery.hpp#L274) — `static int plurality_actor(const TrackState& ts)`
- [`src/nodes/identity_matcher_node.hpp:110`](../src/nodes/identity_matcher_node.hpp#L110) — `std::vector<float> host_gallery(static_cast<size_t>(n_gallery_) * 512);` - [`src/nodes/identity_matcher_node.hpp:110`](../src/nodes/identity_matcher_node.hpp#L110) — `std::vector<float> host_gallery(static_cast<size_t>(n_gallery_) * 512);`
- [`tests/test_track_gallery.cpp:1`](../tests/test_track_gallery.cpp#L1) — `Unknown`
### AR-019 ### AR-019
**Locations:** 3 **Locations:** 4
- [`src/gallery/track_gallery.hpp:122`](../src/gallery/track_gallery.hpp#L122) — `void forget(int track_id) { tracks_.erase(track_id); }` - [`src/gallery/track_gallery.hpp:123`](../src/gallery/track_gallery.hpp#L123) — `void forget(int track_id) { tracks_.erase(track_id); }`
- [`src/nodes/identity_matcher_node.hpp:147`](../src/nodes/identity_matcher_node.hpp#L147) — `MatchedSceneFrame operator()(TrackedSceneFrame tf)` - [`src/nodes/identity_matcher_node.hpp:147`](../src/nodes/identity_matcher_node.hpp#L147) — `MatchedSceneFrame operator()(TrackedSceneFrame tf)`
- [`src/nodes/identity_matcher_node.hpp:285`](../src/nodes/identity_matcher_node.hpp#L285) — `Unknown` - [`src/nodes/identity_matcher_node.hpp:285`](../src/nodes/identity_matcher_node.hpp#L285) — `Unknown`
- [`tests/test_track_gallery.cpp:1`](../tests/test_track_gallery.cpp#L1) — `Unknown`
### AR-023 ### AR-023
**Locations:** 3 **Locations:** 4
- [`src/gallery/gallery_calibration.hpp:2`](../src/gallery/gallery_calibration.hpp#L2) — `Unknown` - [`src/gallery/gallery_calibration.hpp:2`](../src/gallery/gallery_calibration.hpp#L2) — `Unknown`
- [`src/gallery/gallery_calibration.hpp:53`](../src/gallery/gallery_calibration.hpp#L53) — `float boundary_at(float p = 0.5f, float log_prior_odds = 0.f) const` - [`src/gallery/gallery_calibration.hpp:53`](../src/gallery/gallery_calibration.hpp#L53) — `float boundary_at(float p = 0.5f, float log_prior_odds = 0.f) const`
- [`src/nodes/identity_matcher_node.hpp:117`](../src/nodes/identity_matcher_node.hpp#L117) — `const GalleryCalibration& calibration() const { return cal_; }` - [`src/nodes/identity_matcher_node.hpp:117`](../src/nodes/identity_matcher_node.hpp#L117) — `const GalleryCalibration& calibration() const { return cal_; }`
- [`tests/test_calibration.cpp:1`](../tests/test_calibration.cpp#L1) — `Unknown`
### AR-024 ### AR-024
**Locations:** 10 **Locations:** 12
- [`src/config.hpp:108`](../src/config.hpp#L108) — `Unknown` - [`src/config.hpp:108`](../src/config.hpp#L108) — `Unknown`
- [`src/config.hpp:152`](../src/config.hpp#L152) — `Unknown` - [`src/config.hpp:152`](../src/config.hpp#L152) — `Unknown`
- [`src/evidence_discount.hpp:2`](../src/evidence_discount.hpp#L2) — `Unknown` - [`src/evidence_discount.hpp:2`](../src/evidence_discount.hpp#L2) — `Unknown`
- [`src/gallery/gallery_calibration.hpp:53`](../src/gallery/gallery_calibration.hpp#L53) — `float boundary_at(float p = 0.5f, float log_prior_odds = 0.f) const` - [`src/gallery/gallery_calibration.hpp:53`](../src/gallery/gallery_calibration.hpp#L53) — `float boundary_at(float p = 0.5f, float log_prior_odds = 0.f) const`
- [`src/gallery/track_gallery.hpp:132`](../src/gallery/track_gallery.hpp#L132) — `void set_calibration(std::function<float(float)> c) { calibrate_ = std::move(c); }` - [`src/gallery/track_gallery.hpp:133`](../src/gallery/track_gallery.hpp#L133) — `void set_calibration(std::function<float(float)> c) { calibrate_ = std::move(c); }`
- [`src/gallery/track_gallery.hpp:161`](../src/gallery/track_gallery.hpp#L161) — `struct TrackState` - [`src/gallery/track_gallery.hpp:164`](../src/gallery/track_gallery.hpp#L164) — `struct TrackState`
- [`src/gallery/track_gallery.hpp:274`](../src/gallery/track_gallery.hpp#L274) — `static int plurality_actor(const TrackState& ts)`
- [`src/main.cpp:213`](../src/main.cpp#L213) — `reg_cfg, EvidenceDiscounter(same_person));` - [`src/main.cpp:213`](../src/main.cpp#L213) — `reg_cfg, EvidenceDiscounter(same_person));`
- [`src/nodes/face_tracker_node.hpp:2`](../src/nodes/face_tracker_node.hpp#L2) — `Unknown` - [`src/nodes/face_tracker_node.hpp:2`](../src/nodes/face_tracker_node.hpp#L2) — `Unknown`
- [`src/nodes/identity_matcher_node.hpp:110`](../src/nodes/identity_matcher_node.hpp#L110) — `std::vector<float> host_gallery(static_cast<size_t>(n_gallery_) * 512);` - [`src/nodes/identity_matcher_node.hpp:110`](../src/nodes/identity_matcher_node.hpp#L110) — `std::vector<float> host_gallery(static_cast<size_t>(n_gallery_) * 512);`
- [`src/nodes/identity_matcher_node.hpp:117`](../src/nodes/identity_matcher_node.hpp#L117) — `const GalleryCalibration& calibration() const { return cal_; }` - [`src/nodes/identity_matcher_node.hpp:117`](../src/nodes/identity_matcher_node.hpp#L117) — `const GalleryCalibration& calibration() const { return cal_; }`
- [`tests/test_track_gallery.cpp:1`](../tests/test_track_gallery.cpp#L1) — `Unknown`
### AR-025 ### AR-025
@@ -326,9 +335,10 @@ _None._
### AR-026 ### AR-026
**Locations:** 1 **Locations:** 2
- [`src/backends/gemm_backend.cpp:44`](../src/backends/gemm_backend.cpp#L44) — `constexpr int kDim = 512;` - [`src/backends/gemm_backend.cpp:44`](../src/backends/gemm_backend.cpp#L44) — `constexpr int kDim = 512;`
- [`tests/test_similarity.cpp:1`](../tests/test_similarity.cpp#L1) — `Unknown`
### AR-027 ### AR-027
@@ -338,9 +348,10 @@ _None._
### AR-030 ### AR-030
**Locations:** 2 **Locations:** 3
- [`src/face_utils.hpp:2`](../src/face_utils.hpp#L2) — `Unknown` - [`src/face_utils.hpp:2`](../src/face_utils.hpp#L2) — `Unknown`
- [`src/nodes/face_aligner_node.hpp:7`](../src/nodes/face_aligner_node.hpp#L7) — `struct FaceAlignerFunc`
- [`tests/test_face_utils.cpp:1`](../tests/test_face_utils.cpp#L1) — `Unknown` - [`tests/test_face_utils.cpp:1`](../tests/test_face_utils.cpp#L1) — `Unknown`
### DP-001 ### DP-001
@@ -369,7 +380,7 @@ _None._
### GR-003 ### GR-003
**Locations:** 13 **Locations:** 16
- [`src/build_gallery.cpp:83`](../src/build_gallery.cpp#L83) — `Unknown` - [`src/build_gallery.cpp:83`](../src/build_gallery.cpp#L83) — `Unknown`
- [`src/gallery/gallery_calibration.hpp:80`](../src/gallery/gallery_calibration.hpp#L80) — `struct GalleryCalibrationStats` - [`src/gallery/gallery_calibration.hpp:80`](../src/gallery/gallery_calibration.hpp#L80) — `struct GalleryCalibrationStats`
@@ -384,6 +395,9 @@ _None._
- [`src/gallery/gallery_report.hpp:446`](../src/gallery/gallery_report.hpp#L446) — `inline void save_gallery_report(const std::string& path, const GalleryReport& r)` - [`src/gallery/gallery_report.hpp:446`](../src/gallery/gallery_report.hpp#L446) — `inline void save_gallery_report(const std::string& path, const GalleryReport& r)`
- [`src/gallery/gallery_report.hpp:454`](../src/gallery/gallery_report.hpp#L454) — `inline GalleryReport load_gallery_report(const std::string& path)` - [`src/gallery/gallery_report.hpp:454`](../src/gallery/gallery_report.hpp#L454) — `inline GalleryReport load_gallery_report(const std::string& path)`
- [`src/gallery/gallery_report.hpp:464`](../src/gallery/gallery_report.hpp#L464) — `return gallery_report_from_json(j);` - [`src/gallery/gallery_report.hpp:464`](../src/gallery/gallery_report.hpp#L464) — `return gallery_report_from_json(j);`
- [`tests/test_calibration.cpp:192`](../tests/test_calibration.cpp#L192) — `Embedding unit_axis(int slot)`
- [`tests/test_calibration.cpp:222`](../tests/test_calibration.cpp#L222) — `Unknown`
- [`tests/test_calibration.cpp:248`](../tests/test_calibration.cpp#L248) — `Unknown`
### GR-004 ### GR-004
@@ -535,7 +549,7 @@ _None._
### PR-002 ### PR-002
**Locations:** 8 **Locations:** 10
- [`src/nodes/embedding_dump_node.hpp:2`](../src/nodes/embedding_dump_node.hpp#L2) — `Unknown` - [`src/nodes/embedding_dump_node.hpp:2`](../src/nodes/embedding_dump_node.hpp#L2) — `Unknown`
- [`src/nodes/embedding_dump_node.hpp:18`](../src/nodes/embedding_dump_node.hpp#L18) — `Unknown` - [`src/nodes/embedding_dump_node.hpp:18`](../src/nodes/embedding_dump_node.hpp#L18) — `Unknown`
@@ -545,6 +559,8 @@ _None._
- [`scripts/optimizer/replay.py:5`](../scripts/optimizer/replay.py#L5) — `Reads an embedding dump (scripts/optimizer/SCHEMA.md), feeds each frame as an` - [`scripts/optimizer/replay.py:5`](../scripts/optimizer/replay.py#L5) — `Reads an embedding dump (scripts/optimizer/SCHEMA.md), feeds each frame as an`
- [`scripts/optimizer/second_score.py:5`](../scripts/optimizer/second_score.py#L5) — `Unknown` - [`scripts/optimizer/second_score.py:5`](../scripts/optimizer/second_score.py#L5) — `Unknown`
- [`scripts/validation/ground_truth.py:24`](../scripts/validation/ground_truth.py#L24) — `Unknown` - [`scripts/validation/ground_truth.py:24`](../scripts/validation/ground_truth.py#L24) — `Unknown`
- [`experiments/xsource/resolution_sweep.py:4`](../experiments/xsource/resolution_sweep.py#L4) — `Unknown`
- [`experiments/xsource/verify_labels.py:4`](../experiments/xsource/verify_labels.py#L4) — `Unknown`
### PR-004 ### PR-004
@@ -554,7 +570,7 @@ _None._
### SR-001 ### SR-001
**Locations:** 60 **Locations:** 64
- [`src/backends/gemm_backend.cpp:44`](../src/backends/gemm_backend.cpp#L44) — `constexpr int kDim = 512;` - [`src/backends/gemm_backend.cpp:44`](../src/backends/gemm_backend.cpp#L44) — `constexpr int kDim = 512;`
- [`src/build_gallery.cpp:83`](../src/build_gallery.cpp#L83) — `Unknown` - [`src/build_gallery.cpp:83`](../src/build_gallery.cpp#L83) — `Unknown`
@@ -584,6 +600,9 @@ _None._
- [`src/nodes/embedding_dump_node.hpp:238`](../src/nodes/embedding_dump_node.hpp#L238) — `H5::H5File file(path_, H5F_ACC_TRUNC);` - [`src/nodes/embedding_dump_node.hpp:238`](../src/nodes/embedding_dump_node.hpp#L238) — `H5::H5File file(path_, H5F_ACC_TRUNC);`
- [`src/scene_preview.cpp:133`](../src/scene_preview.cpp#L133) — `int main(int argc, char** argv)` - [`src/scene_preview.cpp:133`](../src/scene_preview.cpp#L133) — `int main(int argc, char** argv)`
- [`src/types.hpp:148`](../src/types.hpp#L148) — `struct Actor` - [`src/types.hpp:148`](../src/types.hpp#L148) — `struct Actor`
- [`tests/test_calibration.cpp:192`](../tests/test_calibration.cpp#L192) — `Embedding unit_axis(int slot)`
- [`tests/test_calibration.cpp:222`](../tests/test_calibration.cpp#L222) — `Unknown`
- [`tests/test_calibration.cpp:248`](../tests/test_calibration.cpp#L248) — `Unknown`
- [`tests/test_gallery_store.cpp:182`](../tests/test_gallery_store.cpp#L182) — `TempFile tf("gallery_stamped.h5");` - [`tests/test_gallery_store.cpp:182`](../tests/test_gallery_store.cpp#L182) — `TempFile tf("gallery_stamped.h5");`
- [`tests/test_gallery_store.cpp:201`](../tests/test_gallery_store.cpp#L201) — `TempFile tf("gallery_stamped.h5");` - [`tests/test_gallery_store.cpp:201`](../tests/test_gallery_store.cpp#L201) — `TempFile tf("gallery_stamped.h5");`
- [`tests/test_gallery_store.cpp:219`](../tests/test_gallery_store.cpp#L219) — `TempFile tf("gallery_unstamped.h5");` - [`tests/test_gallery_store.cpp:219`](../tests/test_gallery_store.cpp#L219) — `TempFile tf("gallery_unstamped.h5");`
@@ -596,6 +615,7 @@ _None._
- [`tests/test_gallery_store.cpp:348`](../tests/test_gallery_store.cpp#L348) — `Unknown` - [`tests/test_gallery_store.cpp:348`](../tests/test_gallery_store.cpp#L348) — `Unknown`
- [`tests/test_gallery_store.cpp:367`](../tests/test_gallery_store.cpp#L367) — `Unknown` - [`tests/test_gallery_store.cpp:367`](../tests/test_gallery_store.cpp#L367) — `Unknown`
- [`tests/test_gallery_store.cpp:384`](../tests/test_gallery_store.cpp#L384) — `TempFile tf("fake_model.onnx");` - [`tests/test_gallery_store.cpp:384`](../tests/test_gallery_store.cpp#L384) — `TempFile tf("fake_model.onnx");`
- [`tests/test_similarity.cpp:1`](../tests/test_similarity.cpp#L1) — `Unknown`
- [`scripts/filter_gallery.py:80`](../scripts/filter_gallery.py#L80) — `if actor_jellyfin_id(a) in cast_ids]` - [`scripts/filter_gallery.py:80`](../scripts/filter_gallery.py#L80) — `if actor_jellyfin_id(a) in cast_ids]`
- [`scripts/make_gallery.py:181`](../scripts/make_gallery.py#L181) — `Unknown` - [`scripts/make_gallery.py:181`](../scripts/make_gallery.py#L181) — `Unknown`
- [`scripts/make_jellyfin_gallery.py:4`](../scripts/make_jellyfin_gallery.py#L4) — `Unknown` - [`scripts/make_jellyfin_gallery.py:4`](../scripts/make_jellyfin_gallery.py#L4) — `Unknown`
@@ -619,7 +639,7 @@ _None._
### SR-002 ### SR-002
**Locations:** 32 **Locations:** 35
- [`src/config.hpp:44`](../src/config.hpp#L44) — `Unknown` - [`src/config.hpp:44`](../src/config.hpp#L44) — `Unknown`
- [`src/config.hpp:108`](../src/config.hpp#L108) — `Unknown` - [`src/config.hpp:108`](../src/config.hpp#L108) — `Unknown`
@@ -630,12 +650,13 @@ _None._
- [`src/main.cpp:86`](../src/main.cpp#L86) — `static constexpr std::size_t kSceneJoinDepth = 256;` - [`src/main.cpp:86`](../src/main.cpp#L86) — `static constexpr std::size_t kSceneJoinDepth = 256;`
- [`src/main.cpp:213`](../src/main.cpp#L213) — `reg_cfg, EvidenceDiscounter(same_person));` - [`src/main.cpp:213`](../src/main.cpp#L213) — `reg_cfg, EvidenceDiscounter(same_person));`
- [`src/main.cpp:230`](../src/main.cpp#L230) — `reg_cfg, EvidenceDiscounter(same_person));` - [`src/main.cpp:230`](../src/main.cpp#L230) — `reg_cfg, EvidenceDiscounter(same_person));`
- [`src/main.cpp:299`](../src/main.cpp#L299) — `Unknown` - [`src/main.cpp:319`](../src/main.cpp#L319) — `Unknown`
- [`src/main.cpp:309`](../src/main.cpp#L309) — `Unknown` - [`src/main.cpp:329`](../src/main.cpp#L329) — `Unknown`
- [`src/main.cpp:379`](../src/main.cpp#L379) — `return run_net(std::move(net));` - [`src/main.cpp:399`](../src/main.cpp#L399) — `return run_net(std::move(net));`
- [`src/main.cpp:411`](../src/main.cpp#L411) — `Unknown` - [`src/main.cpp:431`](../src/main.cpp#L431) — `Unknown`
- [`src/nodes/camera_position_change_detector_node.hpp:30`](../src/nodes/camera_position_change_detector_node.hpp#L30) — `struct CameraPositionChangeDetectorFunc` - [`src/nodes/camera_position_change_detector_node.hpp:30`](../src/nodes/camera_position_change_detector_node.hpp#L30) — `struct CameraPositionChangeDetectorFunc`
- [`src/nodes/embedder_node.hpp:21`](../src/nodes/embedder_node.hpp#L21) — `struct EmbedderFunc` - [`src/nodes/embedder_node.hpp:21`](../src/nodes/embedder_node.hpp#L21) — `struct EmbedderFunc`
- [`src/nodes/face_aligner_node.hpp:7`](../src/nodes/face_aligner_node.hpp#L7) — `struct FaceAlignerFunc`
- [`src/nodes/face_detector_node.hpp:2`](../src/nodes/face_detector_node.hpp#L2) — `Unknown` - [`src/nodes/face_detector_node.hpp:2`](../src/nodes/face_detector_node.hpp#L2) — `Unknown`
- [`src/nodes/face_detector_node.hpp:47`](../src/nodes/face_detector_node.hpp#L47) — `private:` - [`src/nodes/face_detector_node.hpp:47`](../src/nodes/face_detector_node.hpp#L47) — `private:`
- [`src/nodes/face_tracker_node.hpp:2`](../src/nodes/face_tracker_node.hpp#L2) — `Unknown` - [`src/nodes/face_tracker_node.hpp:2`](../src/nodes/face_tracker_node.hpp#L2) — `Unknown`
@@ -652,6 +673,8 @@ _None._
- [`src/nodes/scene_detector_node.hpp:144`](../src/nodes/scene_detector_node.hpp#L144) — `void write_output()` - [`src/nodes/scene_detector_node.hpp:144`](../src/nodes/scene_detector_node.hpp#L144) — `void write_output()`
- [`src/scene_boundaries.hpp:2`](../src/scene_boundaries.hpp#L2) — `Unknown` - [`src/scene_boundaries.hpp:2`](../src/scene_boundaries.hpp#L2) — `Unknown`
- [`src/track_registry.hpp:2`](../src/track_registry.hpp#L2) — `Unknown` - [`src/track_registry.hpp:2`](../src/track_registry.hpp#L2) — `Unknown`
- [`tests/test_calibration.cpp:1`](../tests/test_calibration.cpp#L1) — `Unknown`
- [`tests/test_face_tracker.cpp:1`](../tests/test_face_tracker.cpp#L1) — `Unknown`
- [`tests/test_face_utils.cpp:1`](../tests/test_face_utils.cpp#L1) — `Unknown` - [`tests/test_face_utils.cpp:1`](../tests/test_face_utils.cpp#L1) — `Unknown`
### SR-003 ### SR-003
@@ -668,16 +691,18 @@ _None._
### SR-005 ### SR-005
**Locations:** 9 **Locations:** 11
- [`src/config.hpp:152`](../src/config.hpp#L152) — `Unknown` - [`src/config.hpp:152`](../src/config.hpp#L152) — `Unknown`
- [`src/gallery/gallery_store.hpp:15`](../src/gallery/gallery_store.hpp#L15) — `Unknown` - [`src/gallery/gallery_store.hpp:15`](../src/gallery/gallery_store.hpp#L15) — `Unknown`
- [`src/gallery/track_gallery.hpp:122`](../src/gallery/track_gallery.hpp#L122) — `void forget(int track_id) { tracks_.erase(track_id); }` - [`src/gallery/track_gallery.hpp:123`](../src/gallery/track_gallery.hpp#L123) — `void forget(int track_id) { tracks_.erase(track_id); }`
- [`src/gallery/track_gallery.hpp:132`](../src/gallery/track_gallery.hpp#L132) — `void set_calibration(std::function<float(float)> c) { calibrate_ = std::move(c); }` - [`src/gallery/track_gallery.hpp:133`](../src/gallery/track_gallery.hpp#L133) — `void set_calibration(std::function<float(float)> c) { calibrate_ = std::move(c); }`
- [`src/gallery/track_gallery.hpp:161`](../src/gallery/track_gallery.hpp#L161) — `struct TrackState` - [`src/gallery/track_gallery.hpp:164`](../src/gallery/track_gallery.hpp#L164) — `struct TrackState`
- [`src/gallery/track_gallery.hpp:274`](../src/gallery/track_gallery.hpp#L274) — `static int plurality_actor(const TrackState& ts)`
- [`src/nodes/identity_matcher_node.hpp:110`](../src/nodes/identity_matcher_node.hpp#L110) — `std::vector<float> host_gallery(static_cast<size_t>(n_gallery_) * 512);` - [`src/nodes/identity_matcher_node.hpp:110`](../src/nodes/identity_matcher_node.hpp#L110) — `std::vector<float> host_gallery(static_cast<size_t>(n_gallery_) * 512);`
- [`src/nodes/identity_matcher_node.hpp:147`](../src/nodes/identity_matcher_node.hpp#L147) — `MatchedSceneFrame operator()(TrackedSceneFrame tf)` - [`src/nodes/identity_matcher_node.hpp:147`](../src/nodes/identity_matcher_node.hpp#L147) — `MatchedSceneFrame operator()(TrackedSceneFrame tf)`
- [`src/nodes/identity_matcher_node.hpp:285`](../src/nodes/identity_matcher_node.hpp#L285) — `Unknown` - [`src/nodes/identity_matcher_node.hpp:285`](../src/nodes/identity_matcher_node.hpp#L285) — `Unknown`
- [`tests/test_track_gallery.cpp:1`](../tests/test_track_gallery.cpp#L1) — `Unknown`
- [`scripts/make_jellyfin_gallery.py:4`](../scripts/make_jellyfin_gallery.py#L4) — `Unknown` - [`scripts/make_jellyfin_gallery.py:4`](../scripts/make_jellyfin_gallery.py#L4) — `Unknown`
### UT-001 ### UT-001
@@ -789,6 +814,13 @@ _None._
- [`src/nodes/embedding_dump_node.hpp:159`](../src/nodes/embedding_dump_node.hpp#L159) — `void operator()(EmbeddedSceneFrame ef)` - [`src/nodes/embedding_dump_node.hpp:159`](../src/nodes/embedding_dump_node.hpp#L159) — `void operator()(EmbeddedSceneFrame ef)`
- [`src/nodes/embedding_dump_node.hpp:242`](../src/nodes/embedding_dump_node.hpp#L242) — `H5::H5File file(path_, H5F_ACC_TRUNC);` - [`src/nodes/embedding_dump_node.hpp:242`](../src/nodes/embedding_dump_node.hpp#L242) — `H5::H5File file(path_, H5F_ACC_TRUNC);`
### VR-013
**Locations:** 2
- [`experiments/xsource/resolution_sweep.py:4`](../experiments/xsource/resolution_sweep.py#L4) — `Unknown`
- [`experiments/xsource/verify_labels.py:4`](../experiments/xsource/verify_labels.py#L4) — `Unknown`
### VR-014 ### VR-014
**Locations:** 1 **Locations:** 1
experiments/xsource/landmark_voting.py
+65 -7
View File
@@ -30,6 +30,8 @@ import sae_embed # before cv2 — see alignment_compare.py
import numpy as np import numpy as np
import cv2 import cv2
import argparse
ROOT = "/home/dtourolle/Development/Jray-project/scene-actor-extraction/" ROOT = "/home/dtourolle/Development/Jray-project/scene-actor-extraction/"
M = ROOT + "models/" M = ROOT + "models/"
CLIPS = ["5157344", "5157339"] CLIPS = ["5157344", "5157339"]
@@ -37,16 +39,31 @@ PROB_THRESHOLD = 0.754
GROUP_IOU = 0.55 # detections overlapping this much are the same face GROUP_IOU = 0.55 # detections overlapping this much are the same face
MATCH_IOU = 0.35 # tie a detection to the hand-labelled face MATCH_IOU = 0.35 # tie a detection to the hand-labelled face
base_eng = sae_embed.FaceEmbedder(detector_model=M + "scrfd_500m_bnkps.onnx", _ap = argparse.ArgumentParser()
_ap.add_argument("--detector", default="scrfd_500m_bnkps.onnx",
help="detector under models/. SCRFD sizes 500m / 2.5g / 10g come "
"from InsightFace's buffalo_sc / buffalo_m / buffalo_l packs")
_ap.add_argument("--vote-conf", type=float, default=None,
help="confidence floor for the voting pass. Omit to auto-tune "
"it to --target-votes")
_ap.add_argument("--target-votes", type=int, default=3,
help="votes per face to tune --vote-conf towards, so detectors "
"are compared at equal redundancy rather than equal settings")
_args = _ap.parse_args()
base_eng = sae_embed.FaceEmbedder(detector_model=M + _args.detector,
arcface_model=M + "LVFace-B_Glint360K.onnx", arcface_model=M + "LVFace-B_Glint360K.onnx",
conf=0.5, nms=0.4, max_side=0) conf=0.5, nms=0.4, max_side=0)
# Same models, looser suppression: keep the duplicates NMS would have removed.
vote_eng = sae_embed.FaceEmbedder(detector_model=M + "scrfd_500m_bnkps.onnx",
def _make_vote_engine(conf):
# Same models, looser suppression: keep the duplicates NMS would have removed.
return sae_embed.FaceEmbedder(detector_model=M + _args.detector,
arcface_model=M + "LVFace-B_Glint360K.onnx", arcface_model=M + "LVFace-B_Glint360K.onnx",
conf=0.3, nms=0.9, max_side=0) conf=conf, nms=0.9, max_side=0)
cal = sae_embed.gallery_calibration(ROOT + "gallery_lvface.h5") cal = sae_embed.gallery_calibration(ROOT + "gallery_lvface.h5")
def iou(a, b): def iou(a, b):
ax, ay, aw, ah = a; bx, by, bw, bh = b ax, ay, aw, ah = a; bx, by, bw, bh = b
x0, y0 = max(ax, bx), max(ay, by) x0, y0 = max(ax, bx), max(ay, by)
@@ -79,6 +96,46 @@ def vote(dets):
return out return out
def tune_vote_conf(target, sample=6):
"""Pick the confidence floor giving ~target detections per face to average.
A larger SCRFD is more confident and suppresses harder, so at a fixed floor
it emits fewer overlapping anchors — median 2 against 500m's 3. Comparing
detectors at equal SETTINGS therefore also compares them at unequal
redundancy, and the voting arm is handicapped for the bigger models. Tuning
each to the same votes-per-face isolates landmark quality from how much
there was to average.
"""
frames = sorted(glob.glob(f"frames/d{CLIPS[0]}_*.png"))[:sample]
imgs = [cv2.imread(f) for f in frames]
best = (None, None, 1e9)
for conf in (0.30, 0.20, 0.12, 0.07, 0.04, 0.02, 0.01):
eng = _make_vote_engine(conf)
sizes = [n for img in imgs for _, _, _, n in vote(eng.detect(img))]
if not sizes:
continue
med = float(np.median(sizes))
if abs(med - target) < best[2]:
best = (conf, eng, abs(med - target))
print(f"[tune] conf={conf:.2f} -> median {med:.0f} votes/face", file=sys.stderr)
if med >= target:
break
if best[1] is None:
print(f"[tune] no confidence floor reached {target} votes/face; "
f"falling back to 0.30", file=sys.stderr)
return 0.30, _make_vote_engine(0.30)
print(f"[tune] chose conf={best[0]:.2f} for ~{target} votes/face", file=sys.stderr)
return best[0], best[1]
if _args.vote_conf is not None:
VOTE_CONF, vote_eng = _args.vote_conf, _make_vote_engine(_args.vote_conf)
else:
VOTE_CONF, vote_eng = tune_vote_conf(_args.target_votes)
cal = sae_embed.gallery_calibration(ROOT + "gallery_lvface.h5")
def collect(clip): def collect(clip):
lab = {os.path.basename(p): os.path.basename(os.path.dirname(p)) lab = {os.path.basename(p): os.path.basename(os.path.dirname(p))
for p in glob.glob(f"labelling/{clip}/*/*.jpg") for p in glob.glob(f"labelling/{clip}/*/*.jpg")
@@ -124,7 +181,8 @@ print(f"[voting] group size: median {np.median(allv):.0f}, "
file=sys.stderr) file=sys.stderr)
GAL, PRB = "5157344", "5157339" GAL, PRB = "5157344", "5157339"
print(f"\ngallery {GAL} -> probe {PRB}, P>{PROB_THRESHOLD}\n") print(f"\ndetector={_args.detector} vote_conf={VOTE_CONF:.2f} "
f"gallery {GAL} -> probe {PRB}, P>{PROB_THRESHOLD}\n")
print(f"{'align':>8}{'person':>8}{'n_gal':>7}{'n_prb':>7}" print(f"{'align':>8}{'person':>8}{'n_gal':>7}{'n_prb':>7}"
f"{'within-clip':>13}{'cross-clip':>12}{'hit rate':>10}") f"{'within-clip':>13}{'cross-clip':>12}{'hit rate':>10}")
summary = {} summary = {}
experiments/xsource/resolution_sweep.py
+2
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@@ -1,6 +1,8 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
"""Impact of input resolution on cross-source identification. """Impact of input resolution on cross-source identification.
TRACES: VR-013 | PR-002
Gallery is built from one clip at NATIVE resolution. Probes come from the other Gallery is built from one clip at NATIVE resolution. Probes come from the other
clip with the WHOLE FRAME downscaled before it reaches the detector, so clip with the WHOLE FRAME downscaled before it reaches the detector, so
detection and landmark regression degrade together with the pixels. That is the detection and landmark regression degrade together with the pixels. That is the
experiments/xsource/verify_labels.py
+8
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@@ -1,6 +1,14 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
"""Integrity check on the labelled set, before it is used as ground truth. """Integrity check on the labelled set, before it is used as ground truth.
TRACES: VR-013 | PR-002
VR-013's ground truth is hand-sorted rather than propagated by embedding
similarity, because propagation would keep only the faces the embedder already
gets right and silently drop the ones the sweep exists to find. This script is
what makes that claim checkable, so it is part of the requirement rather than a
helper of it.
Checks, loudest failure first: Checks, loudest failure first:
1. INDEX INTEGRITY. Each crop's embedding is taken by re-detecting its source 1. INDEX INTEGRITY. Each crop's embedding is taken by re-detecting its source
scripts/filter_gallery.py
+2 -1
View File
@@ -77,7 +77,8 @@ def main():
if missing > 0: if missing > 0:
print(f"[warn] {missing} cast member(s) not present in gallery (not yet embedded)", file=sys.stderr) print(f"[warn] {missing} cast member(s) not present in gallery (not yet embedded)", file=sys.stderr)
# TRACES: GR-004 | SR-001 — a filtered gallery holds the SAME vectors as its # TRACES: GR-004 | SR-001
# a filtered gallery holds the SAME vectors as its
# source, so it inherits the source's binding. Dropping the stamp here would # source, so it inherits the source's binding. Dropping the stamp here would
# silently launder a stamped gallery into an unstamped one. # silently launder a stamped gallery into an unstamped one.
save_gallery_hdf5({"actors": actors}, Path(args.output), save_gallery_hdf5({"actors": actors}, Path(args.output),
scripts/make_gallery.py
+2 -1
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@@ -178,7 +178,8 @@ def main():
output = Path(args.output) output = Path(args.output)
image_root = Path(args.image_dir) if args.image_dir else output.parent / "images" image_root = Path(args.image_dir) if args.image_dir else output.parent / "images"
# TRACES: GR-004 | SR-001 — stamp with the model actually loaded, resolved # TRACES: GR-004 | SR-001
# stamp with the model actually loaded, resolved
# through the same helper load_embedder uses so the two cannot diverge. # through the same helper load_embedder uses so the two cannot diverge.
arcface_path = resolve_arcface(args.models_dir, args.arcface) arcface_path = resolve_arcface(args.models_dir, args.arcface)
embedder = load_embedder(args.build_dir, args.models_dir, args.arcface) embedder = load_embedder(args.build_dir, args.models_dir, args.arcface)
scripts/make_jellyfin_gallery.py
+2 -1
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@@ -453,7 +453,8 @@ def main():
existing_actors = {} existing_actors = {}
if args.merge and output.is_file(): if args.merge and output.is_file():
existing = load_gallery_hdf5(output) existing = load_gallery_hdf5(output)
# TRACES: GR-004 | SR-001 — --merge keeps the existing actors' vectors and # TRACES: GR-004 | SR-001
# --merge keeps the existing actors' vectors and
# embeds the new ones with THIS model. If they disagree, the result is one # embeds the new ones with THIS model. If they disagree, the result is one
# gallery holding two incompatible embedding spaces, which is worse than a # gallery holding two incompatible embedding spaces, which is worse than a
# mismatched gallery: no later check can separate them again. # mismatched gallery: no later check can separate them again.
scripts/movienet_eval.py
+2 -1
View File
@@ -62,7 +62,8 @@ def main():
args = p.parse_args() args = p.parse_args()
embedder = load_embedder(args.build_dir, args.models_dir, args.arcface) embedder = load_embedder(args.build_dir, args.models_dir, args.arcface)
# TRACES: GR-004 | SR-001 — match() below is a bare dot product against the # TRACES: GR-004 | SR-001
# match() below is a bare dot product against the
# gallery's vectors; if the gallery came from another model those numbers are # gallery's vectors; if the gallery came from another model those numbers are
# noise wearing a similarity's clothes. # noise wearing a similarity's clothes.
verify_gallery_stamp(args.gallery, verify_gallery_stamp(args.gallery,
scripts/optimizer/fetch_missing_actors.py
+4 -2
View File
@@ -106,7 +106,8 @@ def fetch(missing_path, out_path, token, build_dir, models_dir, arcface,
f"(wiki={n_via_wikidata}) no_tmdb={n_no_tmdb} no_img={n_no_img} " f"(wiki={n_via_wikidata}) no_tmdb={n_no_tmdb} no_img={n_no_img} "
f"no_face={n_no_face}", file=sys.stderr) f"no_face={n_no_face}", file=sys.stderr)
# TRACES: GR-004 | SR-001 — the legacy JSON gallery carries the same stamp as # TRACES: GR-004 | SR-001
# the legacy JSON gallery carries the same stamp as
# the HDF5 one; src/gallery/gallery_store.cpp reads it from either. # the HDF5 one; src/gallery/gallery_store.cpp reads it from either.
Path(out_path).write_text(json.dumps({"embedder": stamp, "actors": actors}, indent=2)) Path(out_path).write_text(json.dumps({"embedder": stamp, "actors": actors}, indent=2))
n_emb = sum(len(a["embeddings"]) for a in actors) n_emb = sum(len(a["embeddings"]) for a in actors)
@@ -120,7 +121,8 @@ def fetch(missing_path, out_path, token, build_dir, models_dir, arcface,
def merge(base_path, add_path, out_path): def merge(base_path, add_path, out_path):
base = json.loads(Path(base_path).read_text()) base = json.loads(Path(base_path).read_text())
add = json.loads(Path(add_path).read_text()) add = json.loads(Path(add_path).read_text())
# TRACES: GR-004 | SR-001 — merging two galleries from different models makes # TRACES: GR-004 | SR-001
# merging two galleries from different models makes
# ONE file containing two incompatible embedding spaces. Nothing downstream can # ONE file containing two incompatible embedding spaces. Nothing downstream can
# ever untangle that, so this is the one place the check must run before, not # ever untangle that, so this is the one place the check must run before, not
# after, the write. # after, the write.
scripts/optimizer/optimize.py
+2 -1
View File
@@ -199,7 +199,8 @@ def main():
if not Path(f["dump"]).exists(): if not Path(f["dump"]).exists():
sys.exit(f"[opt] missing dump for {f['name']}: {f['dump']}") sys.exit(f"[opt] missing dump for {f['name']}: {f['dump']}")
# TRACES: GR-004 | SR-001 — every (dump, gallery) pair is checked ONCE here, # TRACES: GR-004 | SR-001
# every (dump, gallery) pair is checked ONCE here,
# before the first evaluation. A DE sweep is thousands of replays; discovering # before the first evaluation. A DE sweep is thousands of replays; discovering
# a cross-model pair at the end (or never) means every number it produced was # a cross-model pair at the end (or never) means every number it produced was
# noise. Each replay subprocess re-checks its own pair anyway. # noise. Each replay subprocess re-checks its own pair anyway.
scripts/optimizer/reembed_gallery.py
+2 -1
View File
@@ -59,7 +59,8 @@ def main():
ref = load_gallery_hdf5(Path(args.ref)) ref = load_gallery_hdf5(Path(args.ref))
images_root = Path(args.images) images_root = Path(args.images)
embedder = load_embedder(args.build_dir, args.models_dir, args.arcface) embedder = load_embedder(args.build_dir, args.models_dir, args.arcface)
# TRACES: GR-004 | SR-001 — this script exists to produce a gallery in a # TRACES: GR-004 | SR-001
# this script exists to produce a gallery in a
# DIFFERENT model's space from the reference. The output must therefore never # DIFFERENT model's space from the reference. The output must therefore never
# inherit the reference's stamp; it carries the stamp of --arcface, which is # inherit the reference's stamp; it carries the stamp of --arcface, which is
# the whole point of the bake-off being safe to run. # the whole point of the bake-off being safe to run.
scripts/optimizer/replay.py
+4 -2
View File
@@ -110,7 +110,8 @@ def replay(dump_path: str, gallery: str, cfg: dict, build_dir: str, stop: bool =
sys.path.insert(0, build_dir) sys.path.insert(0, build_dir)
import sae_kpn import sae_kpn
# TRACES: GR-004 | SR-001 — checked here, before any network is built, so a # TRACES: GR-004 | SR-001
# checked here, before any network is built, so a
# cross-model replay dies with one readable error instead of producing a # cross-model replay dies with one readable error instead of producing a
# plausible-looking score. add_identity_matcher re-checks it C++-side below; # plausible-looking score. add_identity_matcher re-checks it C++-side below;
# that is the backstop for any other caller of the binding. # that is the backstop for any other caller of the binding.
@@ -249,7 +250,8 @@ def main():
# per-film gallery expansion: promotes pose-varied views of confidently-identified # per-film gallery expansion: promotes pose-varied views of confidently-identified
# actors into an in-memory annex, recovering ~+4 recall at no precision cost. # actors into an in-memory annex, recovering ~+4 recall at no precision cost.
p.add_argument("--expand-gallery", action="store_true") p.add_argument("--expand-gallery", action="store_true")
# TRACES: GR-004 | SR-001 — promote an unprovable gallery/dump binding from a # TRACES: GR-004 | SR-001
# promote an unprovable gallery/dump binding from a
# loud warning to a hard error. Measurement sweeps should set this (or # loud warning to a hard error. Measurement sweeps should set this (or
# SAE_REQUIRE_GALLERY_STAMP=1) so no number comes from an unbound pair. # SAE_REQUIRE_GALLERY_STAMP=1) so no number comes from an unbound pair.
p.add_argument("--require-gallery-stamp", action="store_true") p.add_argument("--require-gallery-stamp", action="store_true")
scripts/sae_embed_loader.py
+16 -5
View File
@@ -11,6 +11,7 @@ argument, which is often None.
""" """
import sys import sys
import os
from pathlib import Path from pathlib import Path
DEFAULT_ARCFACE = "arcface_w600k_r50.onnx" DEFAULT_ARCFACE = "arcface_w600k_r50.onnx"
@@ -19,8 +20,10 @@ DEFAULT_ARCFACE = "arcface_w600k_r50.onnx"
def resolve_arcface(models_dir: str, arcface: str | None = None) -> str: def resolve_arcface(models_dir: str, arcface: str | None = None) -> str:
"""The ArcFace/LVFace ONNX path load_embedder would use for these arguments. """The ArcFace/LVFace ONNX path load_embedder would use for these arguments.
TRACES: GR-004 | SR-001 — single source of truth for "which model is this", TRACES: GR-004 | SR-001
so the stamp written into a gallery can never drift from the model loaded."""
Single source of truth for "which model is this", so the stamp written into
a gallery can never drift from the model loaded."""
return arcface if arcface else str(Path(models_dir) / DEFAULT_ARCFACE) return arcface if arcface else str(Path(models_dir) / DEFAULT_ARCFACE)
@@ -49,13 +52,21 @@ def load_embedder(build_dir: str, models_dir: str, arcface: str | None = None,
sys.exit(f"{name} model not found: {model}\nRun: bash scripts/download_models.sh") sys.exit(f"{name} model not found: {model}\nRun: bash scripts/download_models.sh")
# A TRT-backend build cannot load .onnx; it needs pre-built engines from # A TRT-backend build cannot load .onnx; it needs pre-built engines from
# scripts/build_trt_engines.sh. Pass them when present (ignored by ORT). # scripts/build_trt_engines.sh.
#
# These are passed only on request. The old comment here claimed they were
# "ignored by ORT" — they are not. The ORT backend treats an engine path as
# an instruction and raises, which is the right behaviour (silently ignoring
# a requested engine would be worse), but it meant that merely HAVING a
# populated trt_cache/ broke every ORT gallery build in the repo, with an
# error naming a flag the caller never set.
use_engines = os.environ.get("SAE_USE_TRT_ENGINES", "") not in ("", "0", "false")
trt = Path(models_path).parent / "trt_cache" trt = Path(models_path).parent / "trt_cache"
det_engine = trt / "scrfd.scrfd_500m_bnkps.640.fp16.engine" det_engine = trt / "scrfd.scrfd_500m_bnkps.640.fp16.engine"
arc_engine = trt / f"arcface.{Path(arcface_path).stem}.b4.fp16.engine" arc_engine = trt / f"arcface.{Path(arcface_path).stem}.b4.fp16.engine"
return sae_embed.FaceEmbedder( return sae_embed.FaceEmbedder(
detector_path, arcface_path, conf, nms, max_side, detector_path, arcface_path, conf, nms, max_side,
str(det_engine) if det_engine.is_file() else "", str(det_engine) if (use_engines and det_engine.is_file()) else "",
str(arc_engine) if arc_engine.is_file() else "", str(arc_engine) if (use_engines and arc_engine.is_file()) else "",
) )
scripts/sae_gallery.py
+4 -2
View File
@@ -168,7 +168,8 @@ def save_gallery_hdf5(gallery: dict, output: Path, embedder: dict | None = None)
f.create_dataset("jellyfin_id", data=np.asarray(jf, dtype=object), dtype=str_t) f.create_dataset("jellyfin_id", data=np.asarray(jf, dtype=object), dtype=str_t)
f.create_dataset("name", data=np.asarray(name, dtype=object), dtype=str_t) f.create_dataset("name", data=np.asarray(name, dtype=object), dtype=str_t)
f.create_dataset("source_images", data=np.asarray(src_images, dtype=object), dtype=str_t) f.create_dataset("source_images", data=np.asarray(src_images, dtype=object), dtype=str_t)
# TRACES: GR-004 | SR-001 — omitted entirely when unknown, so "unstamped" # TRACES: GR-004 | SR-001
# omitted entirely when unknown, so "unstamped"
# round-trips as unstamped rather than as a stamp naming no model. # round-trips as unstamped rather than as a stamp naming no model.
if not _stamp_empty(embedder): if not _stamp_empty(embedder):
g = f.create_group("embedder") g = f.create_group("embedder")
@@ -196,7 +197,8 @@ def load_gallery_hdf5(path: Path) -> dict:
if "source_images" in f: if "source_images" in f:
src_images = [s.decode() if isinstance(s, bytes) else s src_images = [s.decode() if isinstance(s, bytes) else s
for s in f["source_images"][:]] for s in f["source_images"][:]]
# TRACES: GR-004 | SR-001 — carried through so a derived gallery (filter, # TRACES: GR-004 | SR-001
# carried through so a derived gallery (filter,
# merge, cast-restrict) keeps the binding of the gallery it came from. # merge, cast-restrict) keeps the binding of the gallery it came from.
stamp = None stamp = None
if "embedder" in f: if "embedder" in f:
scripts/validation/ground_truth.py
+5
View File
@@ -17,6 +17,11 @@ X-Ray/MovieNet key on IMDb nm-ids — see [[per-scene-presence-eval-design]].
Two sources implemented: Two sources implemented:
* XRayGroundTruth — Zenodo scene-level Amazon X-Ray CSVs (cast-in-scene). * XRayGroundTruth — Zenodo scene-level Amazon X-Ray CSVs (cast-in-scene).
* MovieNetGroundTruth — MovieNet-PS per-shot face annotations (on-screen faces). * MovieNetGroundTruth — MovieNet-PS per-shot face annotations (on-screen faces).
Both are published corpora addressed by title, so a scoring run is reproducible
from the identifiers alone — no annotation of ours travels with the code.
TRACES: VR-004 | PR-002
""" """
from __future__ import annotations from __future__ import annotations