Roud Signs Rus Computer Vision Project

Ksenia Komlach

Updated 3 years ago

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Classes (18)
Автобус
Велосипедная дорожка
Въезд запрещен
Главная дорога
Грузовики
Движение запрещено
Дети
Дорожные работы
Жилая зона
Заправка
Искусственная неровность
Неровная дорога
Ограничение скорости 20
Ограничение скорости 40
Остановка запрещена
Пересечение с велодорожкой
Пешеходный переход
Уступи дорогу
Description

Here are a few use cases for this project:

  1. Intelligent Traffic Management System: The "Road Signs Rus" model can be integrated into traffic management systems to help analyze and detect road signs in real-time, allowing automated data collection and efficient traffic flow adjustments.

  2. Assisting Autonomous Vehicles: The model can be used in self-driving cars to help them understand and navigate the road by identifying specific road signs, enabling these vehicles to make better driving decisions and enhance safety.

  3. Navigation Apps for Russian Roads: This computer vision model can be incorporated into GPS navigation apps, providing accurate and updated road sign information to help users follow traffic rules and avoid traffic violations while driving in Russia.

  4. Traffic Sign Inventory and Maintenance: Government agencies and transportation companies can utilize this model to create and manage a comprehensive list of road signs in a given area, helping streamline maintenance tasks like sign replacement or repair.

  5. Road Safety Education: Educational institutions, driving schools, or online resources can use the "Road Signs Rus" model to help students learn and recognize Russian road signs, enhancing their understanding and contributing to improved road safety.

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{
                            roud-signs-rus_dataset,
                            title = { Roud Signs Rus Dataset },
                            type = { Open Source Dataset },
                            author = { Ksenia Komlach },
                            howpublished = { \url{ https://universe.roboflow.com/ksenia-komlach/roud-signs-rus } },
                            url = { https://universe.roboflow.com/ksenia-komlach/roud-signs-rus },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { dec },
                            note = { visited on 2024-11-24 },
                            }
                        
                    

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