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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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

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 = { dec },
    note = { visited on 2023-01-30 },
}

Last Updated

a month ago

Project Type

Object Detection

Subject

fail

License

Public Domain