Data1 Computer Vision Project

SubwayMaintenanceStation

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Classes (11)
column
distribution_box
fire_hydrant_box
indicator_light
person
pliers
screwdriver sink stairs
toolbox
wrench

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Description

Here are a few use cases for this project:

  1. Construction Site Safety: "Data1" can be used in construction sites to monitor different equipment like wrench, screwdriver, and toolbox, also people present in the area. The model can help in ensuring safety standards by detecting any miss placements of tools.

  2. Train Maintenance Assistance: As the provided example image is of a train tunnel, the model can be deployed for tunnel inspection and maintenance. It can recognize items like indicator lights, columns, stairs, and distribution boxes, improving the efficiency of inspection routines.

  3. Industrial Automation: "Data1" can be used for automating tasks in factories. The model can identify tools such as wrenches, screwdrivers, and pliers, enabling robotic arms to pick and use the correct tool for various tasks.

  4. Plumbing System Maintenance: The model's ability to recognize sinks, and different types of tools could be applied in automated plumbing system maintenance. A robotic system could be devised to use this model for recognizing and fixing common plumbing issues.

  5. Fire Safety Systems: Given the capability to identify fire hydrant boxes, "Data1" could be used in smart buildings to quickly locate fire safety equipment during emergencies, guiding occupants or firefighters towards them.

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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{
                            data1-l5rz7_dataset,
                            title = { Data1 Dataset },
                            type = { Open Source Dataset },
                            author = { SubwayMaintenanceStation },
                            howpublished = { \url{ https://universe.roboflow.com/subwaymaintenancestation/data1-l5rz7 } },
                            url = { https://universe.roboflow.com/subwaymaintenancestation/data1-l5rz7 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { dec },
                            note = { visited on 2024-12-18 },
                            }
                        
                    

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