Halcon学习笔记-深度学习 preprocess_dl_classifier_images描述

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preprocess_dl_classifier_images (Procedure)

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简短描述

preprocess_dl_classifier_images — Preprocess images for deep-learning-based classification training and inference.
*预处理图像，为基于深度学习的分类训练和推论做准备

描述

This procedure preprocesses the provided images given by Images so that they can be handled by train_dl_classifier_batch and apply_dl_classifier_batch.
*本操作对由Image变量提供的图像进行预处理，使得它们可以被train_dl_classifier_batch和apply_dl_classifier_batch操作

Note that depending on the data set, additional preprocessing steps might be beneficial.
*需要注意的是，根据数据集的不同，额外的预处理步骤可能是有益的

The preprocessed images are returned in ImagePreprocessed. The network’s image requirements are provided by the DLClassifierHandle.
*经过预处理的图像由ImagePreprocessed返回。网络对于图像的要求由DLClassifierHandle给出

The deep-learning-based classifier has certain requirements on the images. In this procedure, the width, height and gray value range of each image is adapted accordingly.
*基于深度学习的分类器对于图像有确切要求。在本操作中，图像的宽度，高度和灰度值范围据此相适应

It is required that all images passed to train_dl_classifier_batch and apply_dl_classifier_batch are provided as returned by this procedure.
*所有要进行train_dl_classifier_batch 和 apply_dl_classifier_batch操作的图像都必须是本操作的返回值

For the training, for example, you can do this step at the beginning of your program for all images, or alternatively for each batch that is trained separately.
*对于训练而言，比如说，你可以在程序开头对所有图像都作本操作，或者对于每一批分别训练的图像分别做本操作

参数

Images (input_object) (multichannel-)image(-array) → object (byte / real)
  Images that are preprocessed.
ImagesPreprocessed (output_object) multichannel-image(-array) → object (real)
  Preprocessed images.
GenParamName (input_control) attribute.name(-array) → (string)
  Name of the generic parameter.
  Default Value: []
  建议值: ‘contrast_normalization’, ‘domain_handling’
GenParamValue (input_control) attribute.value(-array) → (integer / real / string)
  Value of the generic parameter.
  Default Value: []
  建议值: ‘true’, ‘false’, ‘full_domain’, ‘crop_domain’
DLClassifierHandle (input_control) dl_classifier → (integer)
  Handle of the deep-learning-based classifier.