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Shirt image dataset preview

Shirt Image Classification Dataset

2K labeled images
Free download
2K+ labeled shirt images ready for AI and computer vision research. Delivered as an ImageFolder-style ZIP with train / val / test splits and class-labeled folders. Review the source license before use. Compatible with PyTorch, TensorFlow, Keras, and any classification pipeline.

Download dataset · 2K imagesSupport the project

Browse a selection of samples from the Shirt image dataset.

Sample 1 – Shirt
Sample 2 – Shirt
Sample 3 – Shirt
Sample 4 – Shirt
Sample 5 – Shirt
Sample 6 – Shirt

Categories in this dataset

T shirtBlue shirtBlack shirtGreen shirt

Tags

Shirt labeled image dataset
Shirt photos
Shirt pictures
Shirt images
Shirt dataset
Shirt image dataset

Data sources

What you get

Shirt classification dataset, ready to train

Clean folder layout

`train` / `val` / `test` sub-folders per class plus a `meta.json` with label list, split counts, and ImageNet normalization constants — ready for `torchvision.datasets.ImageFolder`.


Your choices, your ZIP

Pick output size, color mode, train/val/test split, and 20 augmentations. The ZIP is built for your exact setup.


Research-friendly

BibTeX citation per dataset and a Colab starter notebook. No signup required to download.


Framework-agnostic

PyTorch, TensorFlow, Ultralytics — pick any. Standard ImageFolder layout works out of the box.

Ready to train?

Configure the split and augmentations, then grab the ZIP.

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