optimizing the code by removing redundant part

app.py

@@ -110,9 +110,10 @@ def main():
 
 
         
-        result = CLIENT.infer(temp_file_path, model_id="chessboard-segmentation/1")
-        
         image = cv2.imread(temp_file_path)
+        image = cv2.resize(image, (512, 512))
+        
+        result = CLIENT.infer(image, model_id="chessboard-segmentation/1")
         
         if image is None:
             st.write("Error: Image not loaded.")
@@ -211,8 +212,8 @@ def main():
         stockfish_path = os.path.join(os.getcwd(), "stockfish-ubuntu-x86-64-sse41-popcnt")
         stockfish = Stockfish(
         path=stockfish_path,
-        depth=15,
-        parameters={"Threads": 2, "Minimum Thinking Time": 30}
+        depth=10,
+        parameters={"Threads": 2, "Minimum Thinking Time": 2}
         )
 
         # Predict the next move