WebForm elements detection Object Detection Dataset and Pre-Trained Model by FirstSpace

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Explore Dataset

Here are a few use cases for this project:

Web Accessibility Analysis: The model could be used to assist in evaluating the accessibility of web forms, ensuring that all necessary elements are provided and are identifiable to assist users with visual and motor disabilities.
Web Scraping and Data Extraction: The model could be utilized to extract specific pieces of information from websites, especially when dealing with unstructured data. This could be useful for businesses researching market trends or consumer behaviour.
Automating Form Filling: The model could be leveraged by automation tools for auto-filling forms in specific fields, helping to streamline tasks such as account creation, registration, or data submission.
User Interface Testing: The model could be used in testing the functionality and layout of newly created web forms, verifying that all form elements are properly displayed and function as expected.
Web Development Learning Tools: It could be used in developing learning tools for beginner web developers, allowing them to upload a project and instantly see a breakdown of all the form elements used. This would help them better understand the structure and functionality of web forms.

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{
                            webform-elements-detection_dataset,
                            title = { WebForm elements detection Dataset },
                            type = { Open Source Dataset },
                            author = { FirstSpace },
                            howpublished = { \url{ https://universe.roboflow.com/firstspace/webform-elements-detection } },
                            url = { https://universe.roboflow.com/firstspace/webform-elements-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { nov },
                            note = { visited on 2024-04-25 },
                            }