bus_photos Computer Vision Project

Zatoichi

Updated a year ago

1.2k

views

74

downloads
Classes (4)
bus-front
bus-numbers
bus-numbers-back
bus-numbers-side

Metrics

Try This Model
Drop an image or
Description

Here are a few use cases for this project:

  1. Public Transportation Tracker: Integrate "bus_photos" with traffic cameras or user-submitted images in real-time to track the movement and location of buses in a city, helping transportation departments and passengers to monitor bus schedules and improve the overall public transit system.

  2. Accessibility and Navigation Assistance: Use the "bus_photos" model in conjunction with GPS-based apps for people with visual impairments, enabling them to identify bus numbers and receive real-time information about approaching buses at a bus stop, thus enhancing their independence and mobility.

  3. Traffic Management and Analytics: Employ "bus_photos" in combination with other traffic monitoring models to analyze the flow of city buses, identify congestion patterns, suggest alternate routes or schedule adjustments, and ultimately optimize urban transportation networks.

  4. Bus Fleet Maintenance: Facilitate the tracking and management of individual buses within a transportation company's fleet, using the "bus_photos" model to identify specific bus numbers in images and videos, allowing for more efficient organization and maintenance schedules.

  5. Advertising Performance Analysis: Utilize "bus_photos" model in combination with ad recognition software to track the exposure and visibility of advertisements placed on buses. This can help advertisers and marketers assess the effectiveness of their ad campaigns and make data-driven decisions on advertising locations and strategies.

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE
MIT

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            bus_photos_dataset,
                            title = { bus_photos Dataset },
                            type = { Open Source Dataset },
                            author = { Zatoichi },
                            howpublished = { \url{ https://universe.roboflow.com/zatoichi-elw9y/bus_photos } },
                            url = { https://universe.roboflow.com/zatoichi-elw9y/bus_photos },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

Similar Projects

See More