good sample to no defect

.idea/.gitignore

+# Default ignored files
+/shelf/
+/workspace.xml

.idea/inspectionProfiles/Project_Default.xml

+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyChainedComparisonsInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoreConstantInTheMiddle" value="true" />
+    </inspection_tool>
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="48">
+            <item index="0" class="java.lang.String" itemvalue="scikit-image" />
+            <item index="1" class="java.lang.String" itemvalue="scipy" />
+            <item index="2" class="java.lang.String" itemvalue="opencv-python" />
+            <item index="3" class="java.lang.String" itemvalue="torch" />
+            <item index="4" class="java.lang.String" itemvalue="torchvision" />
+            <item index="5" class="java.lang.String" itemvalue="absl-py" />
+            <item index="6" class="java.lang.String" itemvalue="protobuf" />
+            <item index="7" class="java.lang.String" itemvalue="rsa" />
+            <item index="8" class="java.lang.String" itemvalue="tensorflow-estimator" />
+            <item index="9" class="java.lang.String" itemvalue="opt-einsum" />
+            <item index="10" class="java.lang.String" itemvalue="python-dateutil" />
+            <item index="11" class="java.lang.String" itemvalue="cycler" />
+            <item index="12" class="java.lang.String" itemvalue="gast" />
+            <item index="13" class="java.lang.String" itemvalue="numpy" />
+            <item index="14" class="java.lang.String" itemvalue="pyasn1" />
+            <item index="15" class="java.lang.String" itemvalue="requests" />
+            <item index="16" class="java.lang.String" itemvalue="importlib-metadata" />
+            <item index="17" class="java.lang.String" itemvalue="pyasn1-modules" />
+            <item index="18" class="java.lang.String" itemvalue="requests-oauthlib" />
+            <item index="19" class="java.lang.String" itemvalue="tensorflow" />
+            <item index="20" class="java.lang.String" itemvalue="tensorboard-plugin-wit" />
+            <item index="21" class="java.lang.String" itemvalue="zipp" />
+            <item index="22" class="java.lang.String" itemvalue="oauthlib" />
+            <item index="23" class="java.lang.String" itemvalue="astunparse" />
+            <item index="24" class="java.lang.String" itemvalue="urllib3" />
+            <item index="25" class="java.lang.String" itemvalue="pyparsing" />
+            <item index="26" class="java.lang.String" itemvalue="Cython" />
+            <item index="27" class="java.lang.String" itemvalue="Markdown" />
+            <item index="28" class="java.lang.String" itemvalue="google-auth-oauthlib" />
+            <item index="29" class="java.lang.String" itemvalue="Werkzeug" />
+            <item index="30" class="java.lang.String" itemvalue="kiwisolver" />
+            <item index="31" class="java.lang.String" itemvalue="tqdm" />
+            <item index="32" class="java.lang.String" itemvalue="yolov5processor" />
+            <item index="33" class="java.lang.String" itemvalue="tensorboard" />
+            <item index="34" class="java.lang.String" itemvalue="future" />
+            <item index="35" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="36" class="java.lang.String" itemvalue="cachetools" />
+            <item index="37" class="java.lang.String" itemvalue="grpcio" />
+            <item index="38" class="java.lang.String" itemvalue="Keras" />
+            <item index="39" class="java.lang.String" itemvalue="google-auth" />
+            <item index="40" class="java.lang.String" itemvalue="idna" />
+            <item index="41" class="java.lang.String" itemvalue="Pillow" />
+            <item index="42" class="java.lang.String" itemvalue="cython" />
+            <item index="43" class="java.lang.String" itemvalue="keras" />
+            <item index="44" class="java.lang.String" itemvalue="imgaug" />
+            <item index="45" class="java.lang.String" itemvalue="opencv-contrib-python" />
+            <item index="46" class="java.lang.String" itemvalue="paho-mqtt" />
+            <item index="47" class="java.lang.String" itemvalue="pymongo" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N802" />
+          <option value="N806" />
+          <option value="N801" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyUnresolvedReferencesInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredIdentifiers">
+        <list>
+          <option value="cv2.imresize" />
+          <option value="detectron2.model_zoo.get_config_file" />
+          <option value="detectron2.model_zoo.get_checkpoint_url" />
+        </list>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>
\ No newline at end of file

.idea/inspectionProfiles/profiles_settings.xml

+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file

.idea/misc.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.7" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file

.idea/modules.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/welspun-classification.iml" filepath="$PROJECT_DIR$/.idea/welspun-classification.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file

.idea/vcs.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file

.idea/welspun-classification.iml

+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file

scripts/welspun_classifier.py

@@ -256,13 +256,13 @@ class Welspun_Classifier(ModelWrapper):
                 pass
             else:
                 resized_frame = cv2.resize(frame, (64, 64))
-                cv2.putText(frame, text="Good Sample", org=(50, 50),
+                cv2.putText(frame, text="No Defect", org=(50, 50),
                             color=(0, 0, 255),
                             thickness=2,
                             fontScale=1, fontFace=cv2.LINE_AA)
 
                 if self.counter % 25 == 0:
-                    self.send_payload("Good Sample", resized_frame, "Good Sample ", "#044b04", "#24dc24", "sound_1")
+                    self.send_payload("No Defect", resized_frame, "No Defect ", "#044b04", "#24dc24", "sound_1")
                     logger.info(f"Probability: {prob}")
                     self.counter = 0
         # if prob[0] > 0.9: