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Module: tf.contrib.gan.eval.classifier_metrics

View source on GitHub

Model evaluation tools for TF-GAN.

Functions

classifier_score(...): Classifier score for evaluating a conditional generative model.

classifier_score_from_logits(...): Classifier score for evaluating a generative model from logits.

diagonal_only_frechet_classifier_distance_from_activations(...): Classifier distance for evaluating a generative model.

frechet_classifier_distance(...): Classifier distance for evaluating a generative model.

frechet_classifier_distance_from_activations(...): Classifier distance for evaluating a generative model.

get_graph_def_from_disk(...): Get a GraphDef proto from a disk location.

get_graph_def_from_resource(...): Get a GraphDef proto from within a .par file.

get_graph_def_from_url_tarball(...): Get a GraphDef proto from a tarball on the web.

kernel_classifier_distance(...): Kernel "classifier" distance for evaluating a generative model.

kernel_classifier_distance_and_std(...): Kernel "classifier" distance for evaluating a generative model.

kernel_classifier_distance_and_std_from_activations(...): Kernel "classifier" distance for evaluating a generative model.

kernel_classifier_distance_from_activations(...): Kernel "classifier" distance for evaluating a generative model.

mean_only_frechet_classifier_distance_from_activations(...): Classifier distance for evaluating a generative model from activations.

preprocess_image(...): Prepare a batch of images for evaluation.

run_image_classifier(...): Runs a network from a frozen graph.

run_inception(...): Run images through a pretrained Inception classifier.

Other Members

  • INCEPTION_DEFAULT_IMAGE_SIZE = 299
  • frechet_inception_distance
  • inception_score
  • kernel_inception_distance
  • kernel_inception_distance_and_std