Tensorflow Windows Accessing Folders Denied:"NewRandomAccessFile failed to Create/Open: Access is denied. ; Input/output error"

Question

I recently installed Tensorflow for Windows. I am attempting a basic tutorial in which I need to access a folder containing sub-folders of images.

I am not able to access the folder of images because “access is denied”. This happens both in the Anaconda 4.2 prompt and in Pycharm, and using the basic Python 3.5 distribution.

I have given administrator privileges to everything involved and I reinstalled all of the software today so it is all updated to latest versions.

Any thoughts or help would be greatly appreciated!

# change this as you see fit
image_path = 'C:/moles'

# Read in the image_data
image_data = tf.gfile.FastGFile(image_path, 'rb').read()

# Loads label file, strips off carriage return
label_lines = [line.rstrip() for line
               in tf.gfile.GFile("/tf_files/retrained_labels.txt")]

# Unpersists graph from file
with tf.gfile.FastGFile("/tf_files/retrained_graph.pb", 'rb') as f:
    graph_def = tf.GraphDef()
    graph_def.ParseFromString(f.read())
    _ = tf.import_graph_def(graph_def, name='')

with tf.Session() as sess:
    # Feed the image_data as input to the graph and get first prediction
    softmax_tensor = sess.graph.get_tensor_by_name('final_result:0')

    predictions = sess.run(softmax_tensor, \
                           {'DecodeJpeg/contents:0': image_data})

    # Sort to show labels of first prediction in order of confidence
    top_k = predictions[0].argsort()[-len(predictions[0]):][::-1]

    for node_id in top_k:
        human_string = label_lines[node_id]
        score = predictions[0][node_id]
        print('%s (score = %.5f)' % (human_string, score))

"C:\Program Files\Anaconda3\python.exe" C:/Users/Ryan/Desktop/tfupdate/tf.py
    Traceback (most recent call last):

      File "C:/Users/Ryan/Desktop/tfupdate/tf.py", line 7, in <module>
        image_data = tf.gfile.FastGFile(image_path, 'rb').read()

      File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\lib\io\file_io.py", line 106, in read
        self._preread_check()

      File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\lib\io\file_io.py", line 73, in _preread_check
        compat.as_bytes(self.__name), 1024 * 512, status)

      File "C:\Program Files\Anaconda3\lib\contextlib.py", line 66, in __exit__
        next(self.gen)

      File "C:\Program Files\Anaconda3\lib\site-packages\tensorflow\python\framework\errors_impl.py", line 469, in raise_exception_on_not_ok_status
        pywrap_tensorflow.TF_GetCode(status))

    tensorflow.python.framework.errors_impl.UnknownError: NewRandomAccessFile failed to Create/Open: C:/moles : Access is denied.
    ; Input/output error

    Process finished with exit code 1

Answer 1

Give the path correctly /tf_files/retrained_labels.txt to your retrained_labels.txt path and same changes for /tf_files/retrained_graph.pb