Brad Dwyer

Synthetic Fruit

Object Detection

1

Synthetic Fruit Computer Vision Project

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Images

6000 images
Explore Dataset

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

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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 2024-02-21 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Synthetic Fruit project in your project.

Source

Brad Dwyer

Maintainer

Brad Dwyer

Last Updated

3 years ago

Project Type

Object Detection

Subject

Fruits

Classes

Apple Apricot Avocado Banana Beetroot Blueberry Cactus Cantaloupe Carambula Cauliflower Cherry Chestnut Clementine Cocos Dates Eggplant Ginger Granadilla Grape Grapefruit Guava Hazelnut Huckleberry Kaki Kiwi Kohlrabi Kumquats Lemon Limes Lychee Mandarine Mango Mangostan Maracuja Melon Mulberry Nectarine Nut Onion Orange Papaya Passion Peach Pear Pepino Pepper Physalis Pineapple Pitahaya Plum Pomegranate Pomelo Potato Quince Rambutan Raspberry Redcurrant Salak Strawberry Tamarillo Tangelo Tomato Walnut

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License

CC BY 4.0