StarVision Computer Vision Project

malzag3@uic.edu

Updated 3 years ago

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Description

Here are a few use cases for this project:

Use Case 1: Smart Surveillance System StarVision can enhance security and safety by monitoring public locations like airports, train stations, and shopping malls, identifying suspicious behavior, detecting objects left unattended, and monitoring access points such as doors and elevators.

Use Case 2: Assisted Navigation for Visually Impaired The model can be integrated into an app or a wearable device, enabling visually impaired users to safely navigate through the environment by identifying and alerting them about obstacles, stairs, wet floor signs, and other hazards in their path.

Use Case 3: Smart Traffic Management StarVision can be employed in traffic management systems to detect and identify various types of vehicles, pedestrians, and traffic signs, allowing for better traffic flow monitoring and control, and improving response times during accidents and emergencies.

Use Case 4: Autonomous Vehicles and Robots This computer vision model can be utilized in autonomous vehicles, drones, and robots to improve navigation and obstacle detection, as well as for recognizing road signs and pedestrians, to ensure a safe and efficient operation.

Use Case 5: Workplace Safety and Compliance StarVision can be used in industrial and commercial environments to monitor workplace safety, ensuring that appropriate warnings and signs are in place and visible, and maintaining compliance with safety regulations. This may also include accident prevention by identifying potential hazards or areas that need improvement.

Supervision

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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{
                            starvision_dataset,
                            title = { StarVision Dataset },
                            type = { Open Source Dataset },
                            author = { malzag3@uic.edu },
                            howpublished = { \url{ https://universe.roboflow.com/malzag3-uic-edu/starvision } },
                            url = { https://universe.roboflow.com/malzag3-uic-edu/starvision },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { apr },
                            note = { visited on 2024-12-20 },
                            }