cars Computer Vision Project

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Classes (134)
-1
0
1
10
11
12
13
14
15
2
3
4
5
6
7
8
9
A
A-D
AJMAN
Audi
B
BMW
Black Blue
Brouwn
C
Chery Chevrolet
D
Daihatsu
Dark red
Dodge
E
Egypt
F
Fiat
Ford
GMC
Geely
Golden Green
H
Honda Hyundai
I
Infiniti
J
Jaguar
Jeep
K
KIA
L
Land Rover
Lexus
M
MG
Maserati
Mazda Mercedes
Mini
Mitsubishi
Nissan Opel Orange
POLICE
Peugeot
Porsche
R
RAK
Range Rover
Red
Renault
Rolls-Royce
S
SHARJAH
SHJ
Seat
Silver
Skoda
Sky Blue
Suzuki
Toyota
U-A-E
V
Volkswagen
W
White
X
audi black blue
brouwn
car_plate
infiniti
mazda red
renault
silver
yellow
أ
أ-ع-م
ابوظبي
الامارات
الشارقة
الشرطة
ام القيوين
ب
ج
د
ر
رأس الخيمة
س
ص
ط
ع
عجمان
ف
ق
ل
م
مصر
هـ
و
٠
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Description

Here are a few use cases for this project:

  1. Automated Parking Systems: This model could be used in automated parking systems to identify and categorize cars as they enter or leave a parking lot. Also, it may assist in assigning parking spaces depending on the type, size, or brand of the car.

  2. Traffic Management: The model can be used in traffic management systems to recognize different types of vehicles on the road and predict traffic congestion. Cars could be identified and tallied by color, make, model, or even their plates for traffic statistics.

  3. Autonomous Vehicles: Self-driving cars could utilize this model to identify other cars on the road, understanding their type, make, and even color could be essential for safe navigation and decision-making.

  4. Surveillance and Security: It could be helpful for surveillance systems in identifying and tracking specific car models, colors, and plate numbers in case of incidents, violations, or to enhance overall security in monitored areas.

  5. Automotive Sales and Marketing: Car dealerships or online car marketplaces could use this tool to automatically categorize and tag photos of cars based on their make and model, and even color, thus enhancing the searchability and user experience on their platforms.

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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{
                            cars-gmntk_dataset,
                            title = { cars Dataset },
                            type = { Open Source Dataset },
                            author = { public },
                            howpublished = { \url{ https://universe.roboflow.com/public-akodg/cars-gmntk } },
                            url = { https://universe.roboflow.com/public-akodg/cars-gmntk },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { sep },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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