title: ValueError: ('Unrecognized keyword arguments:', dict_keys(['ragged'])) while loading keras model
body: <p>I'm trying to load keras model using the code snippet below:</p>
  
  <pre class="lang-py prettyprint-override"><code>    from tensorflow import keras
      from PIL import Image, ImageOps
      import numpy as np
  
      # Disable scientific notation for clarity
      np.set_printoptions(suppress=True)
  
      # Load the model
      model = keras.models.load_model('keras_model.h5')
  
      # Create the array of the right shape to feed into the keras model
      # The 'length' or number of images you can put into the array is
      # determined by the first position in the shape tuple, in this case 1.
      data = np.ndarray(shape=(1, 224, 224, 3), dtype=np.float32)
  
      # Replace this with the path to your image
      image = Image.open("YES/1.jpg")
  
      #resize the image to a 224x224 with the same strategy as in TM2:
      #resizing the image to be at least 224x224 and then cropping from the center
      size = (224, 224)
      image = ImageOps.fit(image, size, Image.ANTIALIAS)
  
      #turn the image into a numpy array
      image_array = np.asarray(image)
  
      # display the resized image
      image.show()
  
      # Normalize the image
      normalized_image_array = (image_array.astype(np.float32) / 127.0) - 1
  
      # Load the image into the array
      data[0] = normalized_image_array
  
      # run the inference
      prediction = model.predict(data)
      print(prediction)
  
  </code></pre>
  
  <p>When I execute the above code I get following error:</p>
  
  <blockquote>
    <p>File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\base_layer.py", 
      line 446, in from_config
        return cls(**config)</p>
    
    <p>File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\keras\engine\input_layer.py", 
      line 80, in <strong>init</strong>
        raise ValueError('Unrecognized keyword arguments:', kwargs.keys())</p>
    
    <p>ValueError: ('Unrecognized keyword arguments:', dict_keys(['ragged']))</p>
  </blockquote>