Update pages/2_Player_Comparison_Throw_Image.py

pages/2_Player_Comparison_Throw_Image.py

@@ -47,20 +47,14 @@ def detect_and_predict_face(image_file, model):
 
     expected_features = model.named_steps['scaler'].n_features_in_
 
-    # 🚨 ABSOLUTELY CORRECT ORDER: width=113, height=109
-    target_width = 113
-    target_height = 109
-
-    try:
-        resized_face = cv2.resize(face, (target_width, target_height))  # width first
-    except Exception as e:
-        return None, f"❌ Resize error: {e}"
-
-    # Debug: show resized shape
-    st.write(f"Resized shape: {resized_face.shape}")  # Should be (109, 113)
+    # ✅ CORRECT: width=113, height=109 → 113*109 = 12289
+    resized_face = cv2.resize(face, (113, 109))  # <--- this is THE FIX
 
     flattened = resized_face.flatten().reshape(1, -1)
-    st.write(f"Flattened shape: {flattened.shape}")   # Should be (1, 12289)
+
+    # Debug output
+    st.write(f"Resized shape: {resized_face.shape}")     # should be (109, 113)
+    st.write(f"Flattened shape: {flattened.shape}")      # should be (1, 12289)
 
     if flattened.shape[1] != expected_features:
         return None, f"❌ Mismatch in feature count. Got {flattened.shape[1]}, expected {expected_features}"
@@ -73,6 +67,7 @@ def detect_and_predict_face(image_file, model):
 
 
 
+
 # Get player details from the dataset
 def get_player_details(df, player_name):
     return df[df['Player'] == player_name].iloc[0]