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Rico Dataset Computer Vision Project

Vito Völker

Updated 2 years ago

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Tags
Object Detection
Classes (30)
ArrowButton
AudioIcon
CalendarIcon
CameraIcon
Checkmark
ClickableText
DotIcon
DropDown
ExitButton
FloatingActionButton
HeartIcon
HomeIcon
Icon
InfoIcon
Input
LikeIcon
MapIcon
MenuButton
OnOffSwitch
PageIndicator
PictureIcon
RoundCheckmark
SearchIcon
SettingsIcon
ShareIcon
Slider
SocialIcon
StarIcon
TextButton
TrashIcon
Description

Here are a few use cases for this project:

  1. Augmented Reality UI Design: The Rico Dataset could be used by augmented reality (AR) developers for designing more intuitive interactive UI designs that respond to real-life recognizable App-UI-Elements, increasing the immersive experience.

  2. User Interface Testing Automation: Software developers and testers could utilize the Rico Dataset to automate testing of user interface designs. The model could identify elements like text buttons, search icons, or sliders, verify their presence, position, and even functionality in a way that is quick and automated.

  3. Accessibility Enhancements: This dataset could help in improving the accessibility of apps for users with visual impairments. Using the model, apps could recognize UI elements and provide audio cues or haptic feedback for users to understand their interaction points better.

  4. UX Analytics: The dataset could be used by UX researchers or digital marketers to analyze user interaction with different UI elements on a heatmap basis. This could provide insights into how intuitive and user-friendly a UI design is, helping in optimization for enhanced user experience.

  5. App Translation Services: Language service companies could use the dataset to identify UI elements of an app screenshot to provide accurate translation for app localization, ensuring consistency across different language interfaces.

Supervision

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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{
                            rico-dataset_dataset,
                            title = { Rico Dataset  Dataset },
                            type = { Open Source Dataset },
                            author = { Vito Völker },
                            howpublished = { \url{ https://universe.roboflow.com/vito-volker/rico-dataset } },
                            url = { https://universe.roboflow.com/vito-volker/rico-dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { sep },
                            note = { visited on 2024-12-19 },
                            }

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