Use v5 qr_verify api

api/products/views.py

@@ -673,30 +673,6 @@ class QrVerifyView(BaseView):
         messages.append(f"All angle check api failed")
         raise Exception("Angle detection failed")
 
-    def roi_verify_check(self, sc, img_fn, messages):
-        feature_roi = self.get_feature_roi(sc.code)
-        if not feature_roi:
-            messages.append(f"feature roi not found for code {sc.code}, skiping")
-            return
-        with tempfile.NamedTemporaryFile(dir="/tmp/", suffix=".roi.jpg") as f:
-            f.write(feature_roi)
-            f.flush()
-            side_by_side_fn = img_fn + ".side_by_side.jpg"
-            qrtool_path = os.path.abspath("../alg/qrtool")
-            cwd = os.path.dirname(qrtool_path)
-            cmd = [qrtool_path, 'side_by_side', img_fn, f.name]
-            messages.append("creating side by side image...")
-            subprocess.check_call(cmd, cwd=cwd)
-            roi_verify_py = os.path.abspath("../alg/roi-verify.py")
-            roi_verify_model = os.path.abspath("../alg/models/resnet18_20250326_063838_96.34.pth")
-            cmd = [roi_verify_py, '--model', roi_verify_model, '--image', side_by_side_fn]
-            messages.append(" ".join(cmd))
-            r = subprocess.call(cmd)
-            os.unlink(side_by_side_fn)
-            if r != 0:
-                raise Exception("roi_verify check failed")
-            messages.append(f"roi_verify check succeeded")
-
     def feature_comparison_check(self, sc, batch, img_fn, messages, threshold):
         if not threshold:
             threshold = batch.feature_comparison_threshold
@@ -734,6 +710,21 @@ class QrVerifyView(BaseView):
             raise Exception(f"feature comparison check failed: {j}")
         messages.append(f"Feature comparison succeeded")
 
+    def do_v5_qr_verify(self, img_fn, messages):
+        try:
+            resp = requests.post(
+                "https://themblem.com/api/v5/qr_verify",
+                files={
+                    'frame': open(img_fn, 'rb'),
+                },
+            )
+            rd = resp.json()
+            messages.append(f"v5 qr_verify response: {rd}")
+            return rd.get("result", {}).get("predicted_class", 0) == 1
+        except Exception as e:
+            messages.append(f"v5 qr verify failed: {e}")
+            return False
+
     def post(self, request):
         image_name = ''
         tenant = None
@@ -741,7 +732,6 @@ class QrVerifyView(BaseView):
         sd.message = ''
         sd.phone_model = request.data.get("phonemodel")
         sd.client_log = request.data.get("log")
-        use_roi_verify = request.data.get("use_roi_verify")
         messages = []
         try:
             filebody, filename = get_image(request)
@@ -786,8 +776,8 @@ class QrVerifyView(BaseView):
                 sd.tenant = tenant
                 sd.batch = sc.batch
                 self.dot_angle_check(sc.batch, tf.name, messages, request.data.get("angle"))
-                if use_roi_verify:
+                if self.do_v5_qr_verify(tf.name, messages):
-                    self.roi_verify_check(sd, tf.name, messages)
+                    pass
                 else:
                     self.feature_comparison_check(sd, sc.batch, tf.name, messages, threshold)
                 sd.succeeded = True