BFMC_v2.0 Computer Vision Project

Eduard

Updated 2 years ago

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Classes (16)
car
crossed_highway_sign
green_light
highway_sign
no_entry_sign
one_way_road_sign
parking_sign
pedestrian
pedestrian_sign
priority_sign
red_light
road_blocked_barrier
roadblock
roundabout_sign
stop_sign
yellow_light
Description

Here are a few use cases for this project:

  1. Road Navigation Assistant Systems: An application could use the "BFMC_v2.0" computer vision model to identify various road signs and signals to facilitate accurate turn-by-turn navigation, or to alert drivers about upcoming roadblocks, changes in road regulations and traffic lights status directly via their GPS or in-car display.

  2. Autonomous Vehicle Implementation: Autonomous vehicles could employ this model to interpret road signs and signals in real time, ensuring secure navigation obeying traffic regulations. This functionality could enable autonomous cars to adjust their course, speed, and decisions based on confirmed road signs.

  3. Smart City Traffic Management: Local governments could use this model in traffic control centers to monitor the city's traffic condition using live feeds from traffic cameras. The model could identify various signs and make real-time updates on road situations to efficiently direct traffic and decrease congestion.

  4. Educational Applications: Driver's education programs might use this model within virtual driving simulations to test and train new drivers on their comprehension of various road signs, how to respond appropriately, and understand traffic light timings.

  5. Visual Aid for Visually Impaired: Applications could use the model to assist visually impaired pedestrians to navigate city streets. By interpreting and communicating the meaning of these signs to the user, the application could increase safety for visually impaired individuals navigating through urban environments.

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{
                            bfmc_v2.0_dataset,
                            title = { BFMC_v2.0 Dataset },
                            type = { Open Source Dataset },
                            author = { Eduard },
                            howpublished = { \url{ https://universe.roboflow.com/eduard-ybxyf/bfmc_v2.0 } },
                            url = { https://universe.roboflow.com/eduard-ybxyf/bfmc_v2.0 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-13 },
                            }
                        
                    

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