Why does "splitEachLabel" function error when using an "augmented​ImageDatas​tore" as input?

2023 9 21
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更新时间：2023 9 26
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I am using the "splitEachlabel" function to split my image data using the following code:
% create imageDatastore
imds = imageDatastore(fullfile(matlabroot, 'toolbox', 'matlab', {'demos','imagesci'}),...
'LabelSource', 'foldernames', 'FileExtensions', {'.jpg', '.png', '.tif'});
% create augmentedImageDatastore
auimds = augmentedImageDatastore([256 256 3],imds,'ColorPreprocessing','rgb2gray');
% splitEach label for imageDatastore
[imds60,imds40] = splitEachLabel(imds ,0.6);
% splitEach label for augmentedImageDatastore
[auimds60,auimds40] = splitEachLabel(auimds ,0.6);
This works for "imageDatastore" objects but when using "augmentedImageDatastore" objects, I receive the following error:
 
Incorrect number or types of inputs or outputs for function splitEachLabel.
How can I use "splitEachLabel" function for "augmentedImageDatastore"?

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 采纳的回答

1 个投票

This is expected behaviour, the "augmentedImageDatastore" object does not have a object function named "splitEachLabel".
Please ensure that you split the data first, and then create the "augmentedImageDatastore" object. For example:
% create imageDatastoreimds = imageDatastore(fullfile(matlabroot, 'toolbox', 'matlab', {'demos','imagesci'}),...
'LabelSource', 'foldernames', 'FileExtensions', {'.jpg', '.png', '.tif'});
% splitEach label for imageDatastore
[imds60,imds40] = splitEachLabel(imds ,0.6);
% create augmentedImageDatastores
auimds60 = augmentedImageDatastore([256 256 3],imds60,'ColorPreprocessing','rgb2gray');
auimds40 = augmentedImageDatastore([256 256 3],imds40,'ColorPreprocessing','rgb2gray');

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