Package org.jetbrains.kotlinx.dl.dataset.preprocessor.image

Types

Cropping

class Cropping(top: Int, bottom: Int, left: Int, right: Int) : ImagePreprocessorBase

This image preprocessor defines the Crop operation.

ImagePreprocessing

The whole image preprocessing pipeline DSL.

ImagePreprocessor

Basic interface for image preprocessors. It operates on BufferedImage.

ImagePreprocessorBase

Base class for ImagePreprocessor implementations.

ImageSaver

Interface for saving image preprocessing output result.

InterpolationType

When an image is resized, we need an interpolation algorithm to draw newly created pixels between old pixels.

class Loading(pathToData: File?, imageShape: ImageShape?, labelGenerator: LabelGenerator?, colorMode: ColorOrder)

This class defines the Loading operation.

RenderingSpeed

The speed of single file preprocessing could be tuned via this setting.

Resize

class Resize(outputWidth: Int, outputHeight: Int, interpolation: InterpolationType, renderingSpeed: RenderingSpeed, enableAntialiasing: Boolean) : ImagePreprocessorBase

This image preprocessor defines the Resize operation.

Rotate

class Rotate(degrees: Float, interpolation: InterpolationType, renderingSpeed: RenderingSpeed, enableAntialiasing: Boolean) : ImagePreprocessorBase

This image preprocessor defines the Rotate operation.

Save

class Save(dirLocation: File?) : ImageSaver

This ImageSaver allows saving image preprocessing result to file or directory in jpg format.

crop

resize

rotate

save