tensorbay.opendataset.Flower.loader¶
- tensorbay.opendataset.Flower.loader.Flower17(path: str) tensorbay.dataset.dataset.Dataset [source]¶
Dataloader of the 17 Category Flower dataset.
The dataset are 3 separate splits. The results in the paper are averaged over the 3 splits. We just use (trn1, val1, tst1) to split it.
The file structure should be like:
<path> jpg/ image_0001.jpg ... datasplits.mat
- Parameters
path – The root directory of the dataset.
- Raises
ModuleImportError – When the module “scipy” can not be found.
- Returns
Loaded
Dataset
instance.
- tensorbay.opendataset.Flower.loader.Flower102(path: str) tensorbay.dataset.dataset.Dataset [source]¶
Dataloader of the 102 Category Flower dataset.
The file structure should be like:
<path> jpg/ image_00001.jpg ... imagelabels.mat setid.mat
- Parameters
path – The root directory of the dataset.
- Raises
ModuleImportError – When the module “scipy” can not be found.
- Returns
Loaded
Dataset
instance.