Uses of Class
deepnetts.data.ImageSet
Packages that use ImageSet
Package
Description
Data structures to store example data used for building machine learning models.
Various utility classes including Tensor, image operations, multithreading, exceptions etc.
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Uses of ImageSet in deepnetts.data
Methods in deepnetts.data that return ImageSetModifier and TypeMethodDescriptionImageSet.setInvertImages
(boolean invertImages) ImageSet.setResizeStrategy
(ImageResize resizeStrategy) ImageSet[]
ImageSet.split
(double... partSizes) Splits data set into several parts specified by the input parameter partSizes. -
Uses of ImageSet in deepnetts.util
Methods in deepnetts.util that return ImageSetModifier and TypeMethodDescriptionstatic ImageSet
ImageSetUtils.createDataSetFromRawImages
(String sourcePath, String targetPath, int targetWidth, int targetHeight, boolean useAbsolutePaths) Creates image data set from raw images by resizing and randomly croping to target dimensions.Methods in deepnetts.util with parameters of type ImageSetModifier and TypeMethodDescriptionstatic void
ImageSetUtils.balanceDownsample
(ImageSet imageSet, Map<String, Integer> clazzStats) static void
ImageSetUtils.balanceUpsample
(ImageSet imageSet, Map<String, Integer> clazzStats) Balance specified data set by adding random images of each class, to get equal number of examples for each class.