Add twelve published CLIP-ReID model configurations

.claude/skills/mblt-vision/SKILL.md

@@ -155,7 +155,8 @@ description: >-
   complete methodology are in the DOTA section of `mblt_vision/README.md`.
 - Run YOLOv7 models at `iou_thres: 0.65`, WongKinYiu/yolov7's own `test.py` default.
 
-- ReID is utility-only until published wrappers and routing are added. Reuse
+- Published CLIP-ReID wrappers use RN50/ViT processing bases and matching retrieval datasets;
+  keep their MXQ-only ONNX runtime guard. ReID compile, CLI/benchmark routing remain unavailable. Reuse
   `EmbeddingPost` for dense vectors, explicit float32 mean/std for source preprocessing,
   and prepared query/gallery loaders. Preserve ops stable distance ties, camera exclusions
   and dataset-specific junk handling; see the ReID API section in `mblt_vision/README.md`.

AGENTS.md

@@ -228,7 +228,10 @@ The current ownership boundary is deliberate:
   any future model needing more than one Hub artifact, rather than duplicating Hub-resolution
   logic.
 
-- ReID utilities live in `mblt_vision.person_reid`; concrete published wrappers are separate.
+- ReID utilities and twelve published CLIP-ReID wrappers live in `mblt_vision.person_reid`.
+  Model YAMLs inherit the RN50/ViT processing base and explicitly bind their dataset/dimension.
+  Published ReID artifacts are MXQ-only; preserve the trusted-local ONNX runtime guard.
+  ReID compilation/calibration is not supported by compile_vision_model in this stage.
   Use `EmbeddingPost` for validated dense vectors and `PersonReIDPost` for dataset binding.
   Retrieval protocols and prepared loaders are pinned to ops source in dataset YAMLs; keep
   stable distance ties, camera exclusions, junk rules, and preprocessing numeric parity tested.

mblt_vision/README.md

@@ -1065,3 +1065,26 @@ Dataset YAMLs record exact source paths/revision. CFP-FP specifically refers to
 the prepared cat-claws mirror: ops warns it was not checked against the original
 `cfp_fp.bin` and records a training-log discrepancy. This package preserves that
 provenance and makes no new accuracy claim.
+
+### Published ReID models
+
+The twelve published `CLIP_ReID_*` wrappers are available from
+`mblt_vision.person_reid`, lazy top-level imports, and `list_models("person_reid")`.
+They cover RN50 / ViT-B-16, baseline / fine-tuned, each for Market-1501, DukeMTMC-reID
+and Occluded-Duke. Every YAML inherits `bases/person_reid.yaml` and binds the
+matching retrieval dataset. RN50 uses 3072 dimensions and torch mean/std; ViT uses
+1280 dimensions and 0.5 mean/std. Both take 256x128 PIL bilinear crops and one
+image input, confirmed from ops distribution contracts and recorded preprocessing.
+
+HF metadata confirms one canonical `aries-rb/<model-lowercase>.mxq` per repository,
+with no published ONNX. These configurations retain `revision: main` by project
+policy; the approval HF commit is explicitly **not recorded**, while the ops source
+commit and exact source paths are included under `source`. Live metadata SHAs are
+audit diagnostics, not approval pins. `onnx_local_artifact_only: true` preserves
+automatic MXQ loading and requires trusted local ONNX for runtime.
+`compile_vision_model` does not yet support `person_reid`; this stage does not
+add a ReID compilation/calibration path.
+The guard is inherited from the PR31 dependency, not reimplemented here.
+
+ArcFace/CosFace eight-model publication is pending. Those models remain
+inventory-only: no guessed HF repository identity or downloadable YAML is shipped.

mblt_vision/__init__.py

@@ -31,12 +31,15 @@
     object_detection,
     obb,
     pose_estimation,
+    person_reid,
     semantic_segmentation,
 )
 
 _LEGACY_MODEL_EXPORTS: dict[str, object] = {}
 for _task_module in _TASK_MODULES:
-    for _export_name in getattr(_task_module, "__all__", ()):
+    for _export_name in getattr(
+        _task_module, "MODEL_EXPORTS", getattr(_task_module, "__all__", ())
+    ):
         if _export_name in _LEGACY_MODEL_EXPORTS:
             raise RuntimeError(
                 f"Duplicate vision export detected for '{_export_name}'."

mblt_vision/models/CLIP_ReID_RN50_Baseline_DukeMTMC.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#DEFAULT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_RN50_Baseline_DukeMTMC
+    filename: clip_reid_rn50_baseline_dukemtmc.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: dukemtmc-reid
+    embedding_dim: 3072
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_RN50_Baseline_DukeMTMC/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_RN50_Baseline_DukeMTMC/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_RN50_Baseline_Market1501.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#DEFAULT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_RN50_Baseline_Market1501
+    filename: clip_reid_rn50_baseline_market1501.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: market1501
+    embedding_dim: 3072
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_RN50_Baseline_Market1501/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_RN50_Baseline_Market1501/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_RN50_Baseline_OccDuke.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#DEFAULT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_RN50_Baseline_OccDuke
+    filename: clip_reid_rn50_baseline_occduke.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: occluded-duke
+    embedding_dim: 3072
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_RN50_Baseline_OccDuke/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_RN50_Baseline_OccDuke/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_RN50_DukeMTMC.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#DEFAULT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_RN50_DukeMTMC
+    filename: clip_reid_rn50_dukemtmc.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: dukemtmc-reid
+    embedding_dim: 3072
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_RN50_DukeMTMC/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_RN50_DukeMTMC/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_RN50_Market1501.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#DEFAULT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_RN50_Market1501
+    filename: clip_reid_rn50_market1501.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: market1501
+    embedding_dim: 3072
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_RN50_Market1501/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_RN50_Market1501/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_RN50_OccDuke.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#DEFAULT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_RN50_OccDuke
+    filename: clip_reid_rn50_occduke.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: occluded-duke
+    embedding_dim: 3072
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_RN50_OccDuke/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_RN50_OccDuke/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_ViT_B_16_Baseline_DukeMTMC.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#VIT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_ViT_B_16_Baseline_DukeMTMC
+    filename: clip_reid_vit_b_16_baseline_dukemtmc.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: dukemtmc-reid
+    embedding_dim: 1280
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_ViT_B_16_Baseline_DukeMTMC/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_ViT_B_16_Baseline_DukeMTMC/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_ViT_B_16_Baseline_Market1501.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#VIT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_ViT_B_16_Baseline_Market1501
+    filename: clip_reid_vit_b_16_baseline_market1501.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: market1501
+    embedding_dim: 1280
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_ViT_B_16_Baseline_Market1501/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_ViT_B_16_Baseline_Market1501/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_ViT_B_16_Baseline_OccDuke.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#VIT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_ViT_B_16_Baseline_OccDuke
+    filename: clip_reid_vit_b_16_baseline_occduke.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: occluded-duke
+    embedding_dim: 1280
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_ViT_B_16_Baseline_OccDuke/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_ViT_B_16_Baseline_OccDuke/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_ViT_B_16_DukeMTMC.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#VIT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_ViT_B_16_DukeMTMC
+    filename: clip_reid_vit_b_16_dukemtmc.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: dukemtmc-reid
+    embedding_dim: 1280
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_ViT_B_16_DukeMTMC/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_ViT_B_16_DukeMTMC/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_ViT_B_16_Market1501.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#VIT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_ViT_B_16_Market1501
+    filename: clip_reid_vit_b_16_market1501.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: market1501
+    embedding_dim: 1280
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_ViT_B_16_Market1501/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_ViT_B_16_Market1501/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/CLIP_ReID_ViT_B_16_OccDuke.yaml

@@ -0,0 +1,17 @@
+# Approval HF commit: not recorded; main retained by explicit project policy.
+DEFAULT:
+  extends: bases/person_reid.yaml#VIT
+  file_cfg:
+    repo_id: mobilint/CLIP_ReID_ViT_B_16_OccDuke
+    filename: clip_reid_vit_b_16_occduke.mxq
+    revision: main
+    onnx_local_artifact_only: true
+  post_cfg:
+    dataset: occluded-duke
+    embedding_dim: 1280
+  source:
+    repository: https://git.mobilint.com/algorithm-team/testing/mblt-model-ops
+    revision: ec537764e36ca10da963fcb7afab157ea60ca022
+    distribution_path: models/person_reid/CLIP_ReID_ViT_B_16_OccDuke/distribution.yaml
+    pre_cfg_path: models/person_reid/CLIP_ReID_ViT_B_16_OccDuke/_source/predict_float.input.json
+    approved_hf_revision: not recorded

mblt_vision/models/bases/person_reid.yaml

@@ -24,3 +24,9 @@ OCCLUDED_DUKE:
   extends: person_reid.yaml#DEFAULT
   post_cfg:
     dataset: occluded-duke
+VIT:
+  extends: person_reid.yaml#DEFAULT
+  pre_cfg:
+    Normalize:
+      mean: [0.5, 0.5, 0.5]
+      std: [0.5, 0.5, 0.5]

mblt_vision/person_reid/__init__.py

@@ -1,5 +1,6 @@
 """Person retrieval utilities; published model wrappers are added separately."""
 
+from .._compat import create_model_class
 from ..utils.datasets.reid import (
     DukeMTMCReIDDataset,
     Market1501Dataset,
@@ -32,3 +33,50 @@
     "RetrievalResult",
     "extract_embeddings",
 ]
+
+# Concrete published single-input models; utilities above remain explicit exports.
+CLIP_ReID_RN50_Baseline_DukeMTMC = create_model_class(
+    "CLIP_ReID_RN50_Baseline_DukeMTMC", __name__
+)
+CLIP_ReID_RN50_Baseline_Market1501 = create_model_class(
+    "CLIP_ReID_RN50_Baseline_Market1501", __name__
+)
+CLIP_ReID_RN50_Baseline_OccDuke = create_model_class(
+    "CLIP_ReID_RN50_Baseline_OccDuke", __name__
+)
+CLIP_ReID_RN50_DukeMTMC = create_model_class("CLIP_ReID_RN50_DukeMTMC", __name__)
+CLIP_ReID_RN50_Market1501 = create_model_class("CLIP_ReID_RN50_Market1501", __name__)
+CLIP_ReID_RN50_OccDuke = create_model_class("CLIP_ReID_RN50_OccDuke", __name__)
+CLIP_ReID_ViT_B_16_Baseline_DukeMTMC = create_model_class(
+    "CLIP_ReID_ViT_B_16_Baseline_DukeMTMC", __name__
+)
+CLIP_ReID_ViT_B_16_Baseline_Market1501 = create_model_class(
+    "CLIP_ReID_ViT_B_16_Baseline_Market1501", __name__
+)
+CLIP_ReID_ViT_B_16_Baseline_OccDuke = create_model_class(
+    "CLIP_ReID_ViT_B_16_Baseline_OccDuke", __name__
+)
+CLIP_ReID_ViT_B_16_DukeMTMC = create_model_class(
+    "CLIP_ReID_ViT_B_16_DukeMTMC", __name__
+)
+CLIP_ReID_ViT_B_16_Market1501 = create_model_class(
+    "CLIP_ReID_ViT_B_16_Market1501", __name__
+)
+CLIP_ReID_ViT_B_16_OccDuke = create_model_class("CLIP_ReID_ViT_B_16_OccDuke", __name__)
+
+MODEL_EXPORTS = [
+    "CLIP_ReID_RN50_Baseline_DukeMTMC",
+    "CLIP_ReID_RN50_Baseline_Market1501",
+    "CLIP_ReID_RN50_Baseline_OccDuke",
+    "CLIP_ReID_RN50_DukeMTMC",
+    "CLIP_ReID_RN50_Market1501",
+    "CLIP_ReID_RN50_OccDuke",
+    "CLIP_ReID_ViT_B_16_Baseline_DukeMTMC",
+    "CLIP_ReID_ViT_B_16_Baseline_Market1501",
+    "CLIP_ReID_ViT_B_16_Baseline_OccDuke",
+    "CLIP_ReID_ViT_B_16_DukeMTMC",
+    "CLIP_ReID_ViT_B_16_Market1501",
+    "CLIP_ReID_ViT_B_16_OccDuke",
+]
+
+__all__ += MODEL_EXPORTS

tests/test_model_metadata.py

@@ -19,6 +19,7 @@
     "object_detection": {"coco"},
     "obb": {"dotav1"},
     "pose_estimation": {"coco"},
+    "person_reid": {"market1501", "dukemtmc-reid", "occluded-duke"},
     "semantic_segmentation": {"ade20k", "cityscapes"},
 }