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Machine Learning Based Vehicle Classification System

I need an application that can recognize the vehicle class in a toll lane and tell my software what kind of vehicle it is (car, bus, truck, LCV, etc.) along with a count of wheels on the vehicle. The system should also be able to recognize the registration details of the vehicle from its registration plate. Please see the specifications document in the attachment along with a short video showing another software's vehicle classification feature live in action.

The developer will be required to hand over the entire code and document everything, along with making user manuals for the installation of the software on the CV server, analytics VM and the toll lane computer. The developer will also be required to maintain the software (which will of course be paid for by the hour).

Desired vehicle classification system accuracy: 98% or above

Desired vehicle number plate recognition system accuracy: 100%

Data to train the deep learning model can be provided on demand. The developer will have to let me know what kind of data is needed (static pictures, video, etc.)

Taidot: Machine Learning (ML), C++ -ohjelmointi, Image Processing, Machine Vision / Video Analytics, Deep Learning

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Tietoa työnantajasta:
( 1 arvostelu ) Gurgaon, India

Projektin tunnus: #27507121

26 freelancers are bidding on average $50/hour for this job

(32 arvostelua)
6.2
Himerr0kovoi

* Computer Vision and Machine Learning Expert * ** [login to view URL] ** Please check this link firstly. Hello, I have 7 years experience of computer vision and machine learning. So i have full skills and exper Lisää

$50 USD / tunti
(12 arvostelua)
5.9
bhu1991

Hi Reading your project description and watching your video, I have felt that I would be able to complete this project in a few days because I have developed lots of vehicle detection & recognition projects very simila Lisää

$50 USD / tunti
(9 arvostelua)
5.2
Alfatahbima9

[login to view URL] ******** MACHINE LEARNING EXPERT COMPUTER VISION PROFESSIONAL ************ Thank you for your posting! I am an Machine Learning expert with full experiences such as GAN, yolo model and ten Lisää

$50 USD / tunti
(11 arvostelua)
5.4
(6 arvostelua)
5.0
stasdanichiev

@@@@ML&DL&Computer Vision Expert@@@@ [login to view URL] Thanks for your posting! I am a computer vision and machine learning expert with full experiences in tensorflow, darknet, keras, pytorch, opencv and open Lisää

$50 USD / tunti
(10 arvostelua)
4.9
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Lisää

$50 USD / tunti
(19 arvostelua)
5.3
hotui707

Thanks for your posting! I am a computer vision and machine learning expert with full experiences in tensorflow, darknet, keras, pytorch, opencv and open vino, etc. I have developed lots of real time face recognition p Lisää

$50 USD / tunti
(6 arvostelua)
4.4
sgadou

Hi, there. I am a machine learning engineer with 5+ years of hands-on experience in computer vision. Carefully checked your requirements. Hope to work for you with this project. Best regards, Sgadou

$50 USD / tunti
(10 arvostelua)
4.6
nrajuu07

Hey! I am having 4+ years of Industry Experience in Machine Learning, Deep Learning,Natural Language Processing, and Computer Vision Applications. I have worked on 30+ Machine Learning ,Deep Learning and Computer Visio Lisää

$50 USD / tunti
(15 arvostelua)
4.7
ahmedelhelow

Hi bro, I am Ahmed. I have a Master's degree in Computer Science from Europe. I can create your vehicle classification system. I am a Computer Vision expert. Please contact me to discuss more in detail.

$50 USD / tunti
(3 arvostelua)
4.0
DavidG90

Hi I am David Galic, an experienced Computer Vision expert. Luckily, I have developed lots of vehicle detection projects and to complete this project, we will have to use deep learrning models, which are not heavy beca Lisää

$50 USD / tunti
(3 arvostelua)
4.0
Max01

Hello We love to code Machine Learning Based Vehicle Classification System for your project. We have developed few ML/ AI application in past. before submitting complete details for the project, I would like Lisää

$50 USD / tunti
(2 arvostelua)
4.1
(7 arvostelua)
3.1
rabbitplayer22

Hi, sir! I just read your project description carefully and so interested in your task. I am a speech processing expert so I have rich experience in Machine Learning now. I had ever made Number Plate Recognition System Lisää

$50 USD / tunti
(1 arvostelu)
1.4
sagarbhalkedata6

github: [login to view URL] Hi I am a senior ML & AI developer. I have read your requirement very carefully. I have 2+ years of ML & AI development and get a lot of experience. My main sk Lisää

$50 USD / tunti
(1 arvostelu)
1.3
mrscpro

Hello, I have experience with computer vision I can deliver you the expected system you described in the project description. Both the pictures and videos works fine for training. If the images are clear and resolutio Lisää

$50 USD / tunti
(0 arvostelua)
0.0
koncnc

I believe I can complete this project successfully using C++ and OpenCV. My projects are on [login to view URL] [login to view URL] [login to view URL] Lisää

$50 USD / tunti
(0 arvostelua)
0.0
sanjaymodasia83

Hi, I hope you are doing good !! I have read your attached PDF and have also seen the video and have understood the requirement as what you are looking for. Also let me know are you using any device or any third part Lisää

$50 USD / tunti
(0 arvostelua)
0.0
cvinothkumar

I worked as a Lead Engineer in Honeywell Aerospace till 2020 in various areas such as machine learning/Computer Vision, Object tracking and Sensor Fusion . I have been specialized in Deep Learning and CNN. Experience i Lisää

$50 USD / tunti
(0 arvostelua)
0.0