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Bubbly image dataset preview

Bubbly Image Classification Dataset

116 labeled images
Free download
116+ labeled bubbly 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 · 116 imagesSupport the project

Browse a selection of samples from the Bubbly image dataset.

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

Categories in this dataset

Bubbly

Tags

Bubbly labeled image dataset
Bubbly photos
Bubbly pictures
Bubbly images
Bubbly dataset
Bubbly image dataset

Data sources

What you get

Bubbly 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

Bubbly related labeled image datasets

Sample of Banded

Banded

113
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