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.
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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 2024-11-05 },
}