3Dprinting Computer Vision Project

NopaghettiCV

Updated 4 months ago

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Object Detection

Description

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

LICENSE

Public Domain

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

                        @misc{
                            3dprinting-eq9yd_dataset,
                            title = { 3Dprinting Dataset },
                            type = { Open Source Dataset },
                            author = { NopaghettiCV },
                            howpublished = { \url{ https://universe.roboflow.com/nopaghetticv/3dprinting-eq9yd } },
                            url = { https://universe.roboflow.com/nopaghetticv/3dprinting-eq9yd },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { nov },
                            note = { visited on 2025-03-08 },
                            }