LockPin Object Detection Dataset and Pre-Trained Model by WedgePin

Images

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Explore Dataset

Here are a few use cases for this project:

Security System Enhancement: LockPin can be integrated with security systems to identify and assess lockpin types in security installations, ensuring appropriate measures are in place for the desired level of protection. This could help security experts recommend suitable lockpin upgrades or suggest alternate security measures.
Locksmith Training Aid: The LockPin model can be used as an educational tool to teach locksmiths (both trainees and professionals) the various types and classes of lockpins available in the industry. This will help them better understand different lock mechanisms and improve their skills in lock picking or repair.
Automated Key Duplication: LockPin can be employed in self-serve key duplication kiosks to recognize the specific lockpin type in order to recommend an accurate key blank for a duplicate key. This increases efficiency and reduces customer wait time.
Digital Archiving & Categorization: The LockPin model can be used to catalog and organize a digital collection of lock and lockpin images for locksmiths, security professionals, or enthusiasts. These categories can be easily searchable, streamlining information retrieval and making it easy for users to identify specific lockpin types quickly.
Lock Industry Research & Innovation: Utilizing the LockPin model, researchers and companies within the lock industry can efficiently analyze trends, materials, and design modifications to create new lockpin classes or improve existing ones. This can help build better and more secure products to meet the evolving needs of the market.

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{
                            lockpin-ub3dm_dataset,
                            title = { LockPin Dataset },
                            type = { Open Source Dataset },
                            author = { WedgePin },
                            howpublished = { \url{ https://universe.roboflow.com/wedgepin/lockpin-ub3dm } },
                            url = { https://universe.roboflow.com/wedgepin/lockpin-ub3dm },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { oct },
                            note = { visited on 2024-06-26 },
                            }