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Sports items image dataset preview

Sports items Image Classification Dataset

28.7K labeled images
Free download
28.7K+ labeled sports items 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 · 28.7K imagesSupport the project

Browse a selection of samples from the Sports items image dataset.

Sample 1 – Sports items
Sample 2 – Sports items
Sample 3 – Sports items
Sample 4 – Sports items
Sample 5 – Sports items
Sample 6 – Sports items

Categories in this dataset

RacketRugby ballHockey puckPuckBaseball batBoomerangInline skateSkateboardTennis ballDiving boardSnorkelCroquet ballScoreboardRollerskatesSoccer ballPool tableTable tennisPunching bagParachuteGolf clubTennis racquetKnee padDumbbellWhistleBarbellSki maskHockey stickBarometerFrisbee

Tags

Sports items labeled image dataset
Sports items photos
Sports items pictures
Sports items images
Sports items dataset
Sports items image dataset

Data sources

What you get

Sports items 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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