Fruits Dataset Computer Vision Project


The Fruits dataset is an image classification dataset of various fruits against white backgrounds from various angles, originally open sourced by GitHub user horea. This is a subset of that full dataset.

Example Image:
Example Image

Use Cases

Build a fruit classifier! This could be a just-for-fun project just as much as you could be building a color sorter for agricultural use cases before fruits make their way to market.

Using this Dataset

Use the fork button to copy this dataset to your own Roboflow account and export it with new preprocessing settings (perhaps resized for your model's desired format or converted to grayscale), or additional augmentations to make your model generalize better. This particular dataset would be very well suited for Roboflow's new advanced Bounding Box Only Augmentations.

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Cite this Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ fruits-dataset_dataset,
    title = { Fruits Dataset Dataset },
    type = { Open Source Dataset },
    author = { Horea },
    howpublished = { \url{ https://universe.roboflow.com/joseph-nelson/fruits-dataset } },
    url = { https://universe.roboflow.com/joseph-nelson/fruits-dataset },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2020 },
    month = { apr },
    note = { visited on 2023-02-01 },




Joseph Nelson

Last Updated

3 years ago

Project Type





Tomato 3, Tomato 4, Tomato Cherry Red, Tomato Maroon, Tomato Yellow, Walnut


Public Domain