UI-Detector Computer Vision Project

Tunis Business School

Updated a year ago

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Classes (7)
CheckBox
ComboBox
Radio
TextArea
TextField
Toggle
button

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Description

Here are a few use cases for this project:

  1. Automated User Interface Testing: The UI-Detector model can be used to identify all components of a software/website's user interface during automated testing. For example, the model can identify the existence, placement, and functionality of key UI components like buttons, text fields, and checkboxes.

  2. Accessibility Assessment: The model can assist in evaluating and improving the accessibility of a web or software UI by identifying all of its components and assessing how easy they are to use, especially for users with special needs.

  3. Interactive Documentation Creation: The UI-Detector model can automatically generate interactive documentation for software by taking screenshots of the application and identifying each UI component, creating a more engaging and intuitive learning experience for new users.

  4. User Interface Design Analysis: Designers can use the model to automatically analyze a UI design, identifying problematic components such as misplaced buttons or lacking necessary forms and providing suggestions for improvements.

  5. Competitors Analysis: The model can be utilized to evaluate competitors' user interfaces, identifying distinct features that can be used as a reference for improving own UI designs.

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Cite This Project

LICENSE
Public Domain

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            ui-detector-eulxp_dataset,
                            title = { UI-Detector Dataset },
                            type = { Open Source Dataset },
                            author = { Tunis Business School },
                            howpublished = { \url{ https://universe.roboflow.com/tunis-business-school-t3rrg/ui-detector-eulxp } },
                            url = { https://universe.roboflow.com/tunis-business-school-t3rrg/ui-detector-eulxp },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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