Oblique Computer Vision Project

AIUnioncar

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Classes (39)
bike
heavydutybus_blue
heavydutybus_other
heavydutybus_white
heavydutytruck_other
helmet
mediumbus_other
mediumtruck_other
mediumtruck_white
minitruck_black
minitruck_blue
minitruck_other
minitruck_white
motor pedestrian plate
schoolcar_yellow
sedan_black
sedan_blue
sedan_grey
sedan_other
sedan_red
sedan_silver
sedan_white
smallcar
sportcar
suv_black
suv_blue
suv_grey
suv_other
suv_red
suv_silver
suv_white
taxi_yellow
van_black
van_blue
van_grey
van_silver
van_white
Description

Here are a few use cases for this project:

  1. Traffic Monitoring System: "Oblique" can be applied for high-performance traffic monitoring systems, enabling the identification of different vehicle types and pedestrians, thereby providing rich data to manage traffic efficiently or to design better traffic policies.

  2. Automated Parking Systems: The model can be used for developing automated parking systems, where different types of vehicles could be identified and accommodated accordingly.

  3. Security Surveillance: In case of theft, accidents, or any other security-related incidents, "Oblique" could help identify the class of vehicle involved. This information can be vital for law enforcement agencies.

  4. Autonomous Driving: The model can be beneficial in building autonomous driving systems, helping self-driving vehicles recognize and classify various objects on the road, ensuring safer navigation.

  5. Traffic Breach Detection: The algorithm can aid in traffic rule violation detection like identifying whether a specific type of vehicle is allowed into a specific road segment or parking area at a certain time or not.

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{
                            oblique_dataset,
                            title = { Oblique Dataset },
                            type = { Open Source Dataset },
                            author = { AIUnioncar },
                            howpublished = { \url{ https://universe.roboflow.com/aiunioncar/oblique } },
                            url = { https://universe.roboflow.com/aiunioncar/oblique },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { oct },
                            note = { visited on 2024-12-03 },
                            }
                        
                    

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