3Dprinting Computer Vision Project

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This dataset contains images of 3D printer failures across a variety of print jobs spanning several types of printer, material, models, and colors. It can be used as the starting point for creating a computer vision model that monitors a print job and aborts it as soon as it becomes evident that there is a problem (and alerts you before wasting a ton of time and money on materials). It can also be used to do automated quality assurance on finished models to make sure they do not exhibit common defects.

A dataset of 276 images is provided, along with a pre-trained model you can try in your browser and deploy to several different edge devices.

Cite this Project

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

@misc{ 3dprinting_dataset,
    title = { 3Dprinting Dataset },
    type = { Open Source Dataset },
    author = { Additive Manufacturing QA },
    howpublished = { \url{ https://universe.roboflow.com/additive-manufacturing-qa/3dprinting } },
    url = { https://universe.roboflow.com/additive-manufacturing-qa/3dprinting },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { sep },
    note = { visited on 2022-10-05 },
}

Last Updated

16 days ago

Project Type

Object Detection

Subject

fail

License

Public Domain

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