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dataset-v2 Computer Vision Project

UIbitz

Updated 2 years ago

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Tags
Object Detection Model
Classes (44)
CAT
CTA
CT\
Input field
QR code
USP
accordion
ad
alert
badge
bag
breadcrumbs
card
carousel
content
copy
data feed
date picker
decoration
dropdown
footer
header heading
hero image
icon
illustration
image label
labn
logo
lsb
navigation
pagination
palce
placeholder
pop-up
progress bar
slider
taab
tab
tag
title
tooltip
video

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Description

Here are a few use cases for this project:

  1. Automated Web Design Analysis: By identifying various UI elements, dataset-v2 can help designers and developers analyze existing web designs for improvements or optimization, providing insights on the UI structure, accessibility, and user-friendliness.

  2. Content Management System (CMS) Auto-tagging: Integrate dataset-v2 with a CMS to automatically scan and tag visual elements within web pages, simplifying asset management and organization for website developers and content creators.

  3. Accessibility Compliance: Dataset-v2 can analyze websites to ensure proper UI elements usage, helping organizations adhere to accessibility guidelines and standards, such as the Web Content Accessibility Guidelines (WCAG).

  4. Prototype Testing and Feedback: Dataset-v2 can help UX/UI designers evaluate prototypes by identifying UI components and their placement, offering objective feedback and highlighting areas for improvement in the design process.

  5. Competitive Analysis and Web Scraping: Dataset-v2 can identify UI elements across multiple websites, empowering businesses to analyze competitor websites and extract valuable design patterns, best practices, and trends for UI/UX applications.

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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{
                            dataset-v2_dataset,
                            title = { dataset-v2 Dataset },
                            type = { Open Source Dataset },
                            author = { UIbitz },
                            howpublished = { \url{ https://universe.roboflow.com/uibitz/dataset-v2 } },
                            url = { https://universe.roboflow.com/uibitz/dataset-v2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jan },
                            note = { visited on 2024-12-22 },
                            }

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