switch Object Detection Dataset and Pre-Trained Model by acc

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Explore Dataset

Here are a few use cases for this project:

Industrial Automation: This "switch" computer vision model could be used in automated factories and industries for real-time monitoring of switch positions. This can greatly reduce manual labor and errors in tasks such as production line control or equipment operation where switch adjustment is a recurring task.
Home Automation: In smart homes, this model can be used to recognize and auto-control the state of the switch for various appliances. For instance, it can help provide feedback to a central home automation system about whether lights, fans, etc., are on or off based on the position of their respective switches.
Security Systems: This model can be applied in surveillance systems to monitor and control the state of important or sensitive switches such as emergency alarms, door locks, or fire sprinklers within a building or a secure area.
Energy Management: Energy management systems could use the technology to monitor and control the switches connected to high power consuming devices, contributing to optimized power usage and cost-effectiveness.
Maintenance and Inspection: In areas like aircraft or ship inspection, this model can help in automating the process of checking the switch status. It can ensure that all control switches are in the correct position before the machinery is operated, enhancing safety protocols.

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{
                            switch-mermq_dataset,
                            title = { switch Dataset },
                            type = { Open Source Dataset },
                            author = { acc },
                            howpublished = { \url{ https://universe.roboflow.com/acc/switch-mermq } },
                            url = { https://universe.roboflow.com/acc/switch-mermq },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jan },
                            note = { visited on 2024-07-03 },
                            }