Dice Detection Computer Vision Project

Huberthouse

Updated 2 years ago

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Description

I am working on training a model for detecting four, six, and eight sided dice (d4, d6, d8) and the value shown. The dataset includes red and blue dice in a controlled setting. Lighting, camera angle and general position of the dice are consistant for each image. Each image includes six dice, a red and blue of each type. (3 types x 2 colors) I rolled the dice for each image so they are in random positions and values but still constrained to the blue tray. (The blue tray is in the same position for each image.) My goal is to have 1000 images annotated.

Classes d4-1 d4-2 d4-3 d4-4

d6-1 d6-2 d6-3 d6-4 d6-5 d6-6

d8-1 d8-2 d8-3 d8-4 d8-5 d8-6 d8-7 d8-8

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LICENSE

CC BY 4.0

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

                        @misc{
                            dice-detection-prrra_dataset,
                            title = { Dice Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Huberthouse },
                            howpublished = { \url{ https://universe.roboflow.com/huberthouse/dice-detection-prrra } },
                            url = { https://universe.roboflow.com/huberthouse/dice-detection-prrra },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-11-25 },
                            }