Synthetic Fruit Computer Vision Project

Brad Dwyer

Updated 3 years ago

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Maintainer

Brad Dwyer

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Description

About this dataset

This dataset contains 6,000 example images generated with the process described in Roboflow's How to Create a Synthetic Dataset tutorial.

The images are composed of a background (randomly selected from Google's Open Images dataset) and a number of fruits (from Horea94's Fruit Classification Dataset) superimposed on top with a random orientation, scale, and color transformation. All images are 416x550 to simulate a smartphone aspect ratio.

To generate your own images, follow our tutorial or download the code.

Example: Example Image

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Cite This Project

LICENSE

CC BY 4.0

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

                        @misc{
                            synthetic-fruit_dataset,
                            title = { Synthetic Fruit Dataset },
                            type = { Open Source Dataset },
                            author = { Brad Dwyer },
                            howpublished = { \url{ https://universe.roboflow.com/brad-dwyer/synthetic-fruit } },
                            url = { https://universe.roboflow.com/brad-dwyer/synthetic-fruit },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { aug },
                            note = { visited on 2024-12-03 },
                            }