TUDataset Computer Vision Project
Here are a few use cases for this project:
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Architectural Analysis: The model can be used for analyzing and designing architectural structures. By recognizing different building components such as windows, doors, and lights, architects can identify the style, era, and type of the built environment.
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Building Maintenance and Renovation: The model can facilitate the detection of specific components in a building that might need maintenance or replacement. For example, it may identify different types of light fixtures or radiators that may need to be replaced or upgraded.
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Real Estate Appraisal: By identifying specific components in building images, the model could be used to help real estate appraisers collect data about property features and conditions, thus enhancing the accuracy of their property evaluations.
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Interactive Tours: The model could be used in creating interactive building tours for real estate listings or museum exhibits. When a user looks at different areas of the building, the model could provide information about the specific components (like types of windows, doors, or lights) that they're viewing.
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Smart Home Automation: This model could aid in the optimization of smart home systems, like adjusting the lighting or heating based on the recognized components in each room. For example, it could distinguish between rooms based on the type of lighting or radiator detected, helping the system to customize settings for each individual room.
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{
tudataset_dataset,
title = { TUDataset Dataset },
type = { Open Source Dataset },
author = { Diplom Thesis Enabling Component Reuse },
howpublished = { \url{ https://universe.roboflow.com/diplom-thesis-enabling-component-reuse-lkgrp/tudataset } },
url = { https://universe.roboflow.com/diplom-thesis-enabling-component-reuse-lkgrp/tudataset },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { may },
note = { visited on 2024-04-28 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the TUDataset project in your project.
Last Updated
a year ago
Project Type
Object Detection
Subject
reuse-components
Views: 31
Downloads: 5
