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Pond image dataset preview

Pond Image Classification Dataset

777 labeled images
Free download
777+ labeled pond 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 · 777 imagesSupport the project

Browse a selection of samples from the Pond image dataset.

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

Categories in this dataset

Pond

Tags

Pond labeled image dataset
Pond photos
Pond pictures
Pond images
Pond dataset
Pond image dataset

Data sources

What you get

Pond 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

Pond related labeled image datasets

Sample of Ocean

Ocean

587
Download dataset