https://github.com/roboflow/synthetic-fruit-dataset

Code for Roboflow's How to Create a Synthetic Dataset tutorial.
https://github.com/roboflow/synthetic-fruit-dataset

blog computer-vision coreml createml datasets how-to image-processing machine-learning object-detection open-images-dataset roboflow synthetic-data tutorial

Last synced: 2 months ago
JSON representation

Code for Roboflow's How to Create a Synthetic Dataset tutorial.

• Host: GitHub
• URL: https://github.com/roboflow/synthetic-fruit-dataset
• Owner: roboflow
• License: mit
• Created: 2020-04-13T21:08:42.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2023-07-11T04:38:53.000Z (over 1 year ago)
• Last Synced: 2024-04-28T05:38:27.239Z (9 months ago)
• Topics: blog, computer-vision, coreml, createml, datasets, how-to, image-processing, machine-learning, object-detection, open-images-dataset, roboflow, synthetic-data, tutorial
• Language: JavaScript
• Homepage: https://blog.roboflow.com/how-to-create-a-synthetic-dataset-for-computer-vision/
• Size: 72 MB
• Stars: 3
• Watchers: 4
• Forks: 1
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Synthetic Fruit Dataset

Code for Roboflow's [How to Create a Synthetic Dataset for Computer Vision tutorial](https://blog.roboflow.ai/how-to-create-a-synthetic-dataset-for-computer-vision).

After downloading Open Images and Fruit images and storing them in your home

directory, running `generate.js` will generate synthetic images labeled with

bounding boxes for object detection like these:

![Example Images](https://blog.roboflow.ai/content/images/2020/04/synthetic-fruit-examples.jpg)

A simple pre-trained model trained with CreateML on the output is available here.

![Pre-trained model](https://blog.roboflow.ai/content/images/2020/04/fruit-cropped.small-1.gif)

## Data Download

6,000 pre-generated output images are available on

[Roboflow Public Datasets here](https://public.roboflow.ai/object-detection/synthetic-fruit).