KERAS_WRAPPER: KERAS_WRAPPER class environment

In autovi: Auto Visual Inference with Computer Vision Models

KERAS_WRAPPER class environment

Description

This is the class of keras wrapper, inherited from bandicoot::BASE. It is an environment with S3 class bandicoot_oop.

Usage

keras_wrapper(
  keras_model = NULL,
  node_index = 1L,
  env = new.env(parent = parent.frame()),
  init_call = sys.call()
)

Arguments

keras_model	Keras model. A trained computer vision model.
node_index	Integer. An index indicating which node of the output layer contains the visual signal strength. This is particularly useful when the keras model has more than one output nodes.
env	Environment. The instance environment.
init_call	Call. Contents of the ..init_call... It is recommended to leave it as default.

Value

An instance environment.

Functions

• keras_wrapper(): Class constructor, same as KERAS_WRAPPER$instantiate().

Class information

Parent classes

• Direct:

  • bandicoot::BASE

New methods

• G:

  • KERAS_WRAPPER$get_input_height()

  • KERAS_WRAPPER$get_input_width()

• I:

  • KERAS_WRAPPER$image_to_array()

  • KERAS_WRAPPER$..init..()

• L:

  • KERAS_WRAPPER$list_layer_name()

• P:

  • KERAS_WRAPPER$predict()

• S:

  • KERAS_WRAPPER$..str..()

autovi documentation built on April 3, 2025, 11:04 p.m.