tf.compat.v1.saved_model.classification_signature_def

Stay organized with collections Save and categorize content based on your preferences.

View source on GitHub

Creates classification signature from given examples and predictions.

This function produces signatures intended for use with the TensorFlow Serving Classify API (tensorflow_serving/apis/prediction_service.proto), and so constrains the input and output types to those allowed by TensorFlow Serving.

examples A string Tensor, expected to accept serialized tf.Examples.
classes A string Tensor. Note that the ClassificationResponse message requires that class labels are strings, not integers or anything else.
scores a float Tensor.

A classification-flavored signature_def.

ValueError If examples is None.