SP4TIUMv3 Computer Vision Project

VisionFlow

Updated 5 months ago

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Classes (14)
bu5
c4r
consV3h
motorbik3 p3rson tr2ck tr4ck v3hicle
vai
vai_false
vai_true
vap
vap_false
vap_true
Description

Here are a few use cases for this project:

  1. Traffic Analysis and Management: PexVision can be utilized to monitor and analyze the flow of traffic in urban areas or on highways, helping identify congestion patterns, accidents, or unauthorized vehicles. It can aid in efficient traffic management through real-time insights, enhancing transportation efficiency and safety.

  2. Security and Surveillance: PexVision can be deployed in security systems to recognize suspicious activities and provide automatic alerts in real-time. It can identify unauthorized access of vehicles or individuals, enabling faster response to potential threats in public areas or private properties.

  3. Advanced Driver Assistance Systems (ADAS): Integration of PexVision into automotive systems can lead to the development of advanced driver assistance features. It can provide crucial information about pedestrians, other vehicles, and motorbikes, enhancing driver awareness and reducing the likelihood of collisions.

  4. Parking Management: PexVision can be used for efficient parking management in public or private lots, automating the task of monitoring space availability and identifying vehicles parked in incorrect spots or over time limits, making parking spaces conveniently accessible.

  5. Retail & Customer Analytics: PexVision can be employed in retail environments to gather actionable insights about customer behavior, including their walking paths, interactions with products, and vehicle preferences in automotive showrooms. This can help businesses tailor their marketing and merchandising strategies by understanding customer preferences and patterns better.

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{
                            sp4tiumv3_dataset,
                            title = { SP4TIUMv3 Dataset },
                            type = { Open Source Dataset },
                            author = { VisionFlow },
                            howpublished = { \url{ https://universe.roboflow.com/visionflow/sp4tiumv3 } },
                            url = { https://universe.roboflow.com/visionflow/sp4tiumv3 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { jun },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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