Thank you Syarzhuk.

I followed the common image convention which is provided by TF.Hub.

Yes, the model expects the image pixel values are normalized to the range [0, 1]. According to TF.Hub, this is what you get from tf.image.decode_*() followed by tf.image.convert_image_dtype(..., tf.float32).