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Stop sign image dataset preview

Stop sign Image Classification Dataset

351 labeled images
Free download
351+ labeled stop sign 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 · 351 imagesSupport the project

Browse a selection of samples from the Stop sign image dataset.

Sample 1 – Stop sign
Sample 2 – Stop sign
Sample 3 – Stop sign
Sample 4 – Stop sign
Sample 5 – Stop sign
Sample 6 – Stop sign

Categories in this dataset

Stop sign

Tags

Stop sign labeled image dataset
Stop sign photos
Stop sign pictures
Stop sign images
Stop sign dataset
Stop sign image dataset

Data sources

What you get

Stop sign 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.

Download dataset

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