Reorganized2 Computer Vision Project

bruce baur

Updated 2 years ago

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Classes (9)
button cart
dropdown
field
headernav
hyperlink
icon
image text
Description

Here are a few use cases for this project:

  1. Web Accessibility Analysis: This model can be used to analyze the accessibility of web pages by identifying different elements and ensuring they follow good practices in design and user accessibility standards, such as having appropriate contrast between text and image, or usage of icons and buttons for UI/UX.

  2. Web Page Redesign: By identifying the classes of elements on a webpage, "Reorganized2" could be used by designers and developers to analyze a current website layout and assist in redesigning a more intuitive and user-friendly interface.

  3. UX Research and Testing: The model can be utilized in user experience (UX) research. It can help in identifying which elements (buttons, icons, dropdowns) on a webpage are getting more attention thus allowing UX designers to create more effective webpages.

  4. Web Scraping: In the field of data mining, the model can serve as a smart web scraper, identifying different elements on a page, thus making web scraping more efficient and targeted rather than pulling irrelevant information.

  5. E-commerce Optimization: "Reorganized2" can be used to analyze various e-commerce websites, spotting common design features amongst the most successful ones, especially regarding the usage and placement of 'cart', 'field', and 'dropdown' elements. These insights can be used to optimize other online retail sites.

Supervision

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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{
                            reorganized2_dataset,
                            title = { Reorganized2 Dataset },
                            type = { Open Source Dataset },
                            author = { bruce baur },
                            howpublished = { \url{ https://universe.roboflow.com/bruce-baur/reorganized2 } },
                            url = { https://universe.roboflow.com/bruce-baur/reorganized2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-11-23 },
                            }
                        
                    

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