contrib.keras.applications.inception_v3.decode_predictions

tf.contrib.keras.applications.inception_v3.decode_predictions

tf.contrib.keras.applications.inception_v3.decode_predictions

tf.contrib.keras.applications.resnet50.decode_predictions

tf.contrib.keras.applications.vgg16.decode_predictions

tf.contrib.keras.applications.vgg19.decode_predictions

tf.contrib.keras.applications.xception.decode_predictions

decode_predictions(
    preds,
    top=5
)

Defined in tensorflow/contrib/keras/python/keras/applications/imagenet_utils.py.

Decodes the prediction of an ImageNet model.

Arguments:

preds: Numpy tensor encoding a batch of predictions.
top: integer, how many top-guesses to return.

Returns:

A list of lists of top class prediction tuples
`(class_name, class_description, score)`.
One list of tuples per sample in batch input.

Raises:

ValueError: in case of invalid shape of the `pred` array
    (must be 2D).