screwfromjoint Object Detection Dataset and Pre-Trained Model by Yuyang Li

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Explore Dataset

Here are a few use cases for this project:

Manufacturing Quality Control: This model can be used on factory assembly lines to monitor and classify screws used in producing items such as electronics or furniture. It's helpful in catching any deviation from the standard screw type that could potentially impact the overall product quality.
Hardware Retail Industry: The model could be applied in hardware stores to simplify the process of stock taking and organizing various types of screws. It might also help customers find exact replacement parts in stores equipped with customer-facing AI.
Electronics Repairs: Technical specialists or DIY enthusiasts could use this computer vision model to identify the type of screws while dismantling electronic devices, ensuring that they have the proper replacement parts and tools.
Robotics and Machine Building: Engineers and robotics hobbyists might use the model to assist in identifying and selecting appropriate screws for various parts of their projects, enhancing precision and efficiency.
Education and Training: The model may serve as a training tool in vocational and technical institutions, teaching students how to identify different types of screws and where they're likely to be used in industrial applications.

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{
                            screwfromjoint_dataset,
                            title = { screwfromjoint Dataset },
                            type = { Open Source Dataset },
                            author = { Yuyang Li },
                            howpublished = { \url{ https://universe.roboflow.com/yuyang-li/screwfromjoint } },
                            url = { https://universe.roboflow.com/yuyang-li/screwfromjoint },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-04-25 },
                            }