added debugging toggle

rubiks_cube_color_classifier.py

@@ -5,7 +5,7 @@ from tensorflow.keras.layers import Conv2D, MaxPooling2D, Flatten, Dense # type:
 import os
 import json
 
-
+DEBUGGING = True
 #   extract 9 patches from the image assuming the image
 #    contains only the cube and is properly aligned.
 def extract_patches(image):
@@ -125,12 +125,13 @@ def main():
                     else:
                         # Show the incorrect patch
                         patch = test_patches[i]
-                        cv2.imshow("Incorrect Patch", patch)
-                        print(f"File: {file_name}, Patch: {i}")
-                        print(f"Predicted: {pred}, True: {true}")
-                        print("Press any key to continue...")
-                        cv2.waitKey(0)  # Wait for a key press
-                        cv2.destroyAllWindows()  # Close the window
+                        if(DEBUGGING):
+                            cv2.imshow("Incorrect Patch", patch)
+                            print(f"File: {file_name}, Patch: {i}")
+                            print(f"Predicted: {pred}, True: {true}")
+                            print("Press any key to continue...")
+                            cv2.waitKey(0)  # Wait for a key press
+                            cv2.destroyAllWindows()  # Close the window
 
     accuracy = (correct / total) * 100 if total > 0 else 0
     print(f"Accuracy: {accuracy:.2f}%")