Data1 Object Detection Dataset and Pre-Trained Model by SubwayMaintenanceStation

Images

2001 images

Explore Dataset

Here are a few use cases for this project:

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.
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.
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.
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.
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.

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{
                            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 2024-06-02 },
                            }