title: Unable to load chexnet pre-trained weight file to Densenet121
body: <p>Im trying to load Keras chexNet weight file to Densenet121,
  <a href="https://www.kaggle.com/theewok/chexnet-keras-weights" rel="nofollow noreferrer">https://www.kaggle.com/theewok/chexnet-keras-weights</a></p>
  <p>I'm getting
  ValueError: You are trying to load a weight file containing 242 layers into a model with 241 layers.
  if I Call densenet121</p>
  <pre><code>densenet = tf.keras.applications.DenseNet121(
  include_top=False,
  weights=&quot;CheXNet_Keras_0.3.0_weights.h5&quot;,
  input_shape=(224,224,3)
  )
  </code></pre>
  <p>If I try:-</p>
  <pre><code>densenet = tf.keras.applications.DenseNet121(
  include_top=True,
  weights=&quot;CheXNet_Keras_0.3.0_weights.h5&quot;,
  input_shape=(224,224,3)
  )
  </code></pre>
  <p>I'll get
  ValueError: Shapes (1024, 1000) and (1024, 14) are incompatible</p>