Incompatible shapes at component 0: expected [?,299,299,3] but got [1,256,256,3]

[Siddharth-Gautam0]

This error pops up while training the skin cancer model. Changed the batch size to 1 but it didn't solve the problem.

[x4nth055]

Hey there,

The code contain the resizing to (299,299, 3):

# preprocess data
def decode_img(img):
  # convert the compressed string to a 3D uint8 tensor
  img = tf.image.decode_jpeg(img, channels=3)
  # Use `convert_image_dtype` to convert to floats in the [0,1] range.
  img = tf.image.convert_image_dtype(img, tf.float32)
  # resize the image to the desired size.
  return tf.image.resize(img, [299, 299])

def process_path(filepath, label):
  # load the raw data from the file as a string
  img = tf.io.read_file(filepath)
  img = decode_img(img)
  return img, label

valid_ds = valid_ds.map(process_path)
train_ds = train_ds.map(process_path)

I'm not sure how this error occurred in your case, did you use the same code in the repository?