Beads Computer Vision Project

Beads

Updated 3 years ago

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Classes (2)
defective
not-defective
Description

Here are a few use cases for this project:

  1. Quality Assurance in Manufacturing: The model can be used in production lines to identify defective and non-defective glass objects. This helps to maintain product quality and reduce potential losses from selling flawed products.

  2. Waste Management & Recycling: The "Beads" model can contribute to efficient waste sorting by recognizing different types of glass-based materials including defective items. This can aid in segregating reusable glass from those destined for disposal.

  3. Art and Decor Industry: Artists and decorators can use this tool for sorting and identifying suitable glass objects or beads for their works. They can easily distinguish between defective and intact objects, making their creative process more efficient.

  4. Archaeological Studies: The model can assist in identifying and classifying glass artifacts based on their condition. It can help separate intact pieces from damaged ones, making curation efficient.

  5. Retail Services: Retail businesses dealing with glass objects (like custom jewelry stores or bead wholesalers) can implement this model to categorize their inventory and identify defective items before they reach customers.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            beads-c2qgc_dataset,
                            title = { Beads Dataset },
                            type = { Open Source Dataset },
                            author = { Beads },
                            howpublished = { \url{ https://universe.roboflow.com/beads-1oj59/beads-c2qgc } },
                            url = { https://universe.roboflow.com/beads-1oj59/beads-c2qgc },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { mar },
                            note = { visited on 2024-11-21 },
                            }