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Insect image dataset preview

Insect Image Classification Dataset

11.4K labeled images
Free download
11.4K+ labeled insect 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 · 11.4K imagesSupport the project

Browse a selection of samples from the Insect image dataset.

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

Categories in this dataset

NematodeDragonflyCaterpillarSnailFlatwormCentipedeAntWormTick

Tags

Insect labeled image dataset
Insect photos
Insect pictures
Insect images
Insect dataset
Insect image dataset

Data sources

What you get

Insect 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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