NavigateIt Computer Vision Project

ITESM

Updated 2 years ago

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forward
line stop
traffic-green
traffic-red
traffic-yellow
turn-right

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Description

Here are a few use cases for this project:

  1. Advanced Driver-Assistance Systems (ADAS): This model can be used as part of an ADAS, enhancing the vehicle's perception capabilities. It could read and interpret signs, improving navigation accuracy and ensuring better road safety by offering real-time information on traffic conditions and road signs to the driver.

  2. Navigational Apps: This model can be incorporated into navigational apps. It can identify road signs and provide real-time directives to users, potentially offering more dynamic, contextually aware directions than current GPS systems.

  3. Autonomous Vehicles: The NavigateIt model may serve as a critical component for Autonomous vehicles. It can provide essential information on road signs and traffic conditions, helping the autonomous vehicle's decision-making process concerning speed adjustment, direction, and adherence to traffic rules.

  4. Advanced Mapping Services: Mapping services could use this model to automatically update and correct their map databases, ensuring they include up-to-date traffic sign information.

  5. Augmented Reality (AR) Applications: In an AR setting, the model can be used to provide context-based information to users. For instance, it could identify signs and inform walkers or cyclists about routes, potential hazards, or guidance based on the perceived traffic signs.

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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{
                            navigateit_dataset,
                            title = { NavigateIt Dataset },
                            type = { Open Source Dataset },
                            author = { ITESM },
                            howpublished = { \url{ https://universe.roboflow.com/itesm-easou/navigateit } },
                            url = { https://universe.roboflow.com/itesm-easou/navigateit },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-12-12 },
                            }
                        
                    

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