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Beach image dataset preview

Beach Image Classification Dataset

622 labeled images
Free download
622+ labeled beach 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 · 622 imagesSupport the project

Browse a selection of samples from the Beach image dataset.

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

Categories in this dataset

Beach

Tags

Beach labeled image dataset
Beach photos
Beach pictures
Beach images
Beach dataset
Beach image dataset

Data sources

What you get

Beach 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

Beach related labeled image datasets

Sample of Cliff

Cliff

1.3K
Download dataset