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Folder datasets should share same labels mapping across collaborators

Open Efrat1 opened this issue 6 months ago • 0 comments

Describe the bug In FolderDataset we use LabelMapper to map each label string (sample's folder name) to int. This mapping is common for all data sources but not across collaborators.

To Reproduce One collaborator has samples of a set of labels (folders) while other collaborator has a different set.

Expected behavior Should have either a common configuration with decided mapping shared among all collaborators, or, in all collaborators, use an agreed deterministic 1 to 1 conversion from label string to integer.

Efrat1 avatar Jun 19 '25 09:06 Efrat1