bump project

app/recognition/__init__.py

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+

app/recognition/routes.py

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+from __future__ import annotations
+
+from flask import Blueprint, current_app, jsonify, request
+
+from app.models import Person, Role
+from app.services.attendance import last_presence_summary
+from app.services.recognition import RecognitionUnavailable, recognize_faces
+from app.services.security import roles_required
+
+bp = Blueprint("recognition", __name__, url_prefix="/recognition")
+
+
+@bp.post("/identify")
+@roles_required(Role.ADMIN, Role.OPERATOR)
+def identify():
+    image = request.form.get("image", "")
+    if not image:
+        return jsonify({"error": "No image was provided."}), 400
+
+    people = Person.query.filter_by(active=True).all()
+    try:
+        result = recognize_faces(image, people, tolerance=current_app.config["FACE_MATCH_TOLERANCE"])
+    except RecognitionUnavailable as exc:
+        return jsonify({"error": str(exc)}), 503
+    except ValueError as exc:
+        return jsonify({"error": str(exc)}), 400
+
+    faces = []
+    for face in result.faces:
+        if not face.person:
+            faces.append({"matched": False, "confidence": None})
+            continue
+        faces.append(
+            {
+                "matched": True,
+                "person_id": face.person.id,
+                "full_name": face.person.full_name,
+                "employee_id": face.person.employee_id,
+                "confidence": round(face.confidence, 3) if face.confidence is not None else None,
+                "last_presence": last_presence_summary(face.person),
+            }
+        )
+
+    return jsonify({"faces": faces, "annotated_image": result.annotated_image})