LogClassifierCallback

Inheritance Diagram

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class ashpy.callbacks.classifier.LogClassifierCallback(event=<Event.ON_EPOCH_END: 'ON_EPOCH_END'>, name='log_classifier_callback', event_freq=1)

Bases: ashpy.callbacks.counter_callback.CounterCallback

Callback used for logging Classifier images to Tensorboard.

Logs the Input Image and true label.

Methods

__init__([event, name, event_freq])

Initialize the LogClassifierCallback.

Attributes

name	Return the name of the callback.
name_scope	Returns a tf.name_scope instance for this class.
submodules	Sequence of all sub-modules.
trainable_variables	Sequence of variables owned by this module and it’s submodules.
variables	Sequence of variables owned by this module and it’s submodules.

__init__(event=<Event.ON_EPOCH_END: 'ON_EPOCH_END'>, name='log_classifier_callback', event_freq=1)

Initialize the LogClassifierCallback.

Parameters:

• event (Event) – event to consider
• event_freq (int) – frequency of logging

static _log_fn(context)

Log output of the image and label to Tensorboard.

Parameters:context (ClassifierContext) – current context Return type:None