Tensorflow Typeerror: Value Passed To Parameter Input Has Datatype Uint8 Not In List Of Allowed Values: Float16, Float32

I am trying to get a simple CNN to train for the past 3 days. First, I have setup an input pipeline/queue configuration that reads images from a directory tree and prepares batch

Solution 1:

The image from your input pipeline is of type 'uint8', you need to type cast it to 'float32', You can do this after the image jpeg decoder:

image = tf.image.decode_jpeg(...
image = tf.cast(image, tf.float32)

Solution 2:

You need to cast your image from int to float, You can simply do so for your input images.

image = image.astype('float')

It works fine with me.