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TUDataset Computer Vision Project

Diplom Thesis Enabling Component Reuse

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Tags
Object Detection Model
Classes (136)
door-exterior-entrance1
door-exterior-entrance2
door-exterior-entrance3
door-exterior-entrance4
door-exterior-entrance5
door-exterior-entrance6
door-exterior-entrance7
door-exterior-entrance8
door-exterior-entrance9
door-indoor-glassdoor1
door-indoor-glassdoor10
door-indoor-glassdoor11
door-indoor-glassdoor12
door-indoor-glassdoor13
door-indoor-glassdoor14
door-indoor-glassdoor15
door-indoor-glassdoor16
door-indoor-glassdoor2
door-indoor-glassdoor3
door-indoor-glassdoor4
door-indoor-glassdoor5
door-indoor-glassdoor6
door-indoor-glassdoor7
door-indoor-glassdoor8
door-indoor-glassdoor9
door-indoor-glassfacade
door-indoor-type1
door-indoor-type2
door-indoor-type24
door-indoor-type3
door-indoor-type4
door-interior-emergency
door-interior-type10
door-interior-type11
door-interior-type12
door-interior-type13
door-interior-type14
door-interior-type15
door-interior-type16
door-interior-type17
door-interior-type18
door-interior-type19
door-interior-type20
door-interior-type21
door-interior-type22
door-interior-type23
door-interior-type24
door-interior-type5
door-interior-type6
door-interior-type7
door-interior-type8
door-interior-type9
light-emergency
light-fixed-ceiling-LED
light-fixed-ceiling-dot
light-fixed-ceiling-luminaire
light-fixed-ceiling-pendant
light-fixed-wall
light-fixed-wall-dot
pissoir
radiator
radiator-vertical
sink toilet
window-exterior-bulleye
window-exterior-bulleye2
window-exterior-type1
window-exterior-type10
window-exterior-type11
window-exterior-type12
window-exterior-type13
window-exterior-type14
window-exterior-type15
window-exterior-type16
window-exterior-type17
window-exterior-type18
window-exterior-type19
window-exterior-type2
window-exterior-type20
window-exterior-type21
window-exterior-type22
window-exterior-type23
window-exterior-type24
window-exterior-type25
window-exterior-type26
window-exterior-type27
window-exterior-type28
window-exterior-type29
window-exterior-type3
window-exterior-type30
window-exterior-type31
window-exterior-type32
window-exterior-type33
window-exterior-type35
window-exterior-type36
window-exterior-type37
window-exterior-type38
window-exterior-type39
window-exterior-type4
window-exterior-type40
window-exterior-type41
window-exterior-type42
window-exterior-type43
window-exterior-type44
window-exterior-type45
window-exterior-type46
window-exterior-type47
window-exterior-type48
window-exterior-type49
window-exterior-type5
window-exterior-type50
window-exterior-type51
window-exterior-type52
window-exterior-type53
window-exterior-type54
window-exterior-type55
window-exterior-type56
window-exterior-type57
window-exterior-type58
window-exterior-type59
window-exterior-type6
window-exterior-type60
window-exterior-type61
window-exterior-type7
window-exterior-type8
window-exterior-type9
window-interior-type1
window-interior-type10
window-interior-type2
window-interior-type3
window-interior-type4
window-interior-type5
window-interior-type6
window-interior-type7
window-interior-type8
window-interior-type9

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Description

Here are a few use cases for this project:

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

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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{
                            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 2024-11-21 },
                            }

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