Dice Computer Vision Project


We have captured and annotated photos of six-sided dice. There are 359 total images from a few sets:

  • 154 single dice of various styles on a white table
  • 388 Catan Dice (Red and Yellow, some rolled on a white table, 160 on top of or near the Catan board)
  • 13 mass groupings of dice in various styles

These images are released for you to use in training your machine learning models.
Example Image
Classes are generally balanced. Here's the output of Roboflow's Dataset Health check:
Class Balance

Use Cases

This would be a great dataset to test out different object detection models like YOLO v3, MaskRCNN, mobilenet, or others.

You could use it to create dice game helper apps (like a dice counter) or independent games.

Using this Dataset

We're releasing the data as public domain. Feel free to use it for any purpose.
It's not required to provide attribution, but it'd be nice! :fal-smile-wink:

About Roboflow

Roboflow makes managing, preprocessing, augmenting, and versioning datasets for computer vision seamless.

Developers reduce 50% of their boilerplate code when using Roboflow's workflow, save training time, and increase model reproducibility.

Roboflow Wordmark

Cite this Project

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

@misc{ dice_dataset,
    title = { Dice Dataset },
    type = { Open Source Dataset },
    author = { Roboflow },
    howpublished = { \url{ https://universe.roboflow.com/roboflow-gw7yv/dice } },
    url = { https://universe.roboflow.com/roboflow-gw7yv/dice },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2020 },
    month = { jan },
    note = { visited on 2023-02-01 },





Last Updated

3 years ago

Project Type

Object Detection




1, 2, 3, 4, 5, 6


Public Domain