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api: Add use_roi_verify

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This commit is contained in:
Fam Zheng 2025-03-25 13:19:39 +08:00
parent 73f99d08ce
commit c02b9e342a
1 changed files with 28 additions and 1 deletions
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29
api/products/views.py
View File

@ -673,6 +673,29 @@ class QrVerifyView(BaseView):
messages.append(f"All angle check api failed") messages.append(f"All angle check api failed")
raise Exception("Angle detection failed") raise Exception("Angle detection failed")
def roi_verify_check(self, sc, batch, 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=img_fn + ".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")
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("../research/roi-verify.py")
roi_verify_model = os.path.abspath("../research/models/resnet18_20250325_114510_94.56.pth")
cmd = [roi_verify_py, '--model', roi_verify_model, '--image', side_by_side_fn]
messages.append(" ".join(cmd))
r = subprocess.call(cmd, cwd=cwd)
os.unlink(side_by_side_fn)
if r != 0:
raise Exception("roi_verify check failed, exit code not 0")
messages.append(f"roi_verify check succeeded")
def feature_comparison_check(self, sc, batch, img_fn, messages, threshold): def feature_comparison_check(self, sc, batch, img_fn, messages, threshold):
if not threshold: if not threshold:
threshold = batch.feature_comparison_threshold threshold = batch.feature_comparison_threshold
@ -717,6 +740,7 @@ class QrVerifyView(BaseView):
sd.message = '' sd.message = ''
sd.phone_model = request.data.get("phonemodel") sd.phone_model = request.data.get("phonemodel")
sd.client_log = request.data.get("log") sd.client_log = request.data.get("log")
use_roi_verify = request.data.get("use_roi_verify")
messages = [] messages = []
try: try:
filebody, filename = get_image(request) filebody, filename = get_image(request)
@ -761,7 +785,10 @@ class QrVerifyView(BaseView):
sd.tenant = tenant sd.tenant = tenant
sd.batch = sc.batch sd.batch = sc.batch
self.dot_angle_check(sc.batch, tf.name, messages, request.data.get("angle")) self.dot_angle_check(sc.batch, tf.name, messages, request.data.get("angle"))
self.feature_comparison_check(sd, sc.batch, tf.name, messages, threshold) if use_roi_verify:
self.roi_verify_check(sd, sc.batch, tf.name, messages)
else:
self.feature_comparison_check(sd, sc.batch, tf.name, messages, threshold)
sd.succeeded = True sd.succeeded = True
article_id = None article_id = None
if product.article: if product.article: