Synthetic Fruit Computer Vision Project

Brad Dwyer

Updated 3 years ago

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Classes (63)
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
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

Supervision

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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-tcza3_dataset,
                            title = { Synthetic Fruit Dataset },
                            type = { Open Source Dataset },
                            author = { Brad Dwyer },
                            howpublished = { \url{ https://universe.roboflow.com/thom-le/synthetic-fruit-tcza3 } },
                            url = { https://universe.roboflow.com/thom-le/synthetic-fruit-tcza3 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { aug },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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