How to change the imds.Lables to the subfolders names instead of the parent folder ?

I am using ImageDataStore for classifications, However, the imds.Labels of classes shows (the source folder), and I am looking to use the subfolder inside it as classes

New RETINA_OCT2020 (the source parent folder ) includes (4 subfolders named ' car, human, dog, tree'). How to change the imds.Lables to the subfolder names instead of the source folder

Answer 1

[Nitin Kapgate]

While creating the ImageDataStore, use the following Name-Value pair option:

imds = imageDatastore('ParentFolder/','IncludeSubFolders',true,'LabelSource','foldernames');

This will assign the labels according to the folder names and the labels are stored in the Labels property of imds.

You can later modify the labels by accessing the Labels property directly.

[Marwa Masmoudi]

I have a dataset folder contain 2 subfolders (classes '0' and '1' ), each class contain subfolders witch contains images sequences. i used

imds = imageDatastore('ParentFolder/','IncludeSubFolders',true,'LabelSource','foldernames');

i have the sub-subfolders as classes but in my case I want to take parent folder ('0' and '1') as classes not. How i can do this .