Update app.py

app.py

@@ -162,10 +162,6 @@ def preprocess_image(image_data):
     try:
         # Convert bytes to PIL Image
         image = Image.open(io.BytesIO(image_data)).convert("RGB")
-        
-        # Crop (x1=450, y1=400, x2=1090, y2=1060)
-        crop_box = (450, 140, 1090, 800)  
-        image = image.crop(crop_box)
 
         # Resize to model input size
         image = image.resize((224, 224), Image.Resampling.LANCZOS)