Closed

Vehicle counting, Classification and Axle count. Must((C++) and OpenCV) -- 2

Vehicle counting and classification project written in C++ or C# using OpenCV, Visual Studio 2017, Windows 10. The problem is to count and classify vehicles inside a predefined area and multi lanes. Classification shall consist of large vehicles (trucks, buses, etc.) and small vehicles (cars, Pickup trucks, motorcycles, minibus, etc.) only. Counting shall consider that the vehicles might be at zero velocity. Expert knowledge of C++ or C# and OpenCV is mandatory. Note that the input will be a 'cv::VideoCapture'. Counting performance shall be 99% and the classification performance shall be above 98%.

FHWA 13 Vehicle Classification

Clas 1-

Motorcycles: All 2 or three-wheeled motorized vehicles. Typical vehicles in this category have saddle-type seats and are steered by handlebars rather than wheels. This category includes motorcycles, motor scooters, mopeds, motor-powered bicycles, and 3-wheeled motorcycles.

Clas 2-

Pasenger Cars: All sedans, coupes, and station wagons manufactured primarily for transport pasengers and including those passenger cars pulling recreational or other light trailers.

Clas 3-

Other Two-Axle, Four-Tire, Single Unit Vehicles: All two-axle, four-tire, vehicles other than pasenger cars. Included in this classification are pickups, panels, vans, and other vehicles such as campers, motor homes, ambulances, hearses, carryalls, and minibus. Other two-axle, four-tire single unit vehicles pulling recreational or other light trailers are included in this clasification.

Clas 4-

Buses: All vehicles manufactured as traditional passenger-carrying buses with two axles and six tires or three or more axles. This category includes only traditional buses (including school buses) functioning as passenger-carrying vehicles. Modified buses should be considered to be trucks and be appropriately classified.

Note: In reporting information on trucks the following criteria should be used:

a. Truck tractor units traveling without a trailer will be considered single-unit trucks.

b. A truck tractor unit pulling other such units in a “saddle mount” configuration will be considered as one single unit truck and will be defined only by axles on the pulling unit.

c. Vehicles shall be defined by the number of axles in contact with the roadway. Therefore, “floating” axles are counted only when in the down position.

d. The term “trailer” includes both semi- and full trailers.

Clas 5-

Two-Axle, Six-Tire, Single Unit Trucks: All vehicles on a single frame including trucks, camping, and recreational vehicles, motor homes, etc., having two axles and dual rear wheels.

Clas 6-

3-axle Single unit Trucks: All vehicles on a single frame including trucks, camping, and recreational vehicles, motor homes, etc., having three axles.

Clas 7-

4 or More Axle Single Unit Trucks: All trucks on a single frame with four or more axles.

Clas 8-

4 or Less Axle Single Trailer Trucks: All vehicles with four or fewer axles consisting of two units, one of which is a tractor or straight truck power unit.

Clas 9-

5-Axle Single Trailer Trucks: All five-axle vehicles consisting of two units, one of which is a tractor or straight truck power unit.

Clas 10-

6 or More Axle Single Trailer Trucks: All vehicles with six or more axles consisting of two units, one of which is a tractor or straight truck power unit.

Clas 11-

5 or Less Axle Multi-Trailer Trucks: All vehicles with five or fewer axles consisting of three or more units, one of which is a tractor or straight truck power unit.

Clas 12-

6-Axle Multi-Trailer Trucks: All six-axle vehicles consisting of three or more units, one of which is a tractor or straight truck power unit.

Clas 13-

7 or More Axle Multi-Trailer Trucks: All vehicles with seven or more axles consisting of three or more units, one of which is a tractor or straight truck power.

FINAL

When crosing a predefine Green line will turn Red, then :

OUTPUT:

VevCount, Lane #, Type, # Axles, TimeDate, Picture.

We don't have training data, We don't have video.

Skills: Algorithm, C# Programming, C++ Programming, OpenCV, Software Architecture

See more: vbulletin able send pms post count must, opencv mfc video, opencv gui video player, vehicle counting matlab, vehicle image classification matlab, vehicle counting video matlab code, matlab code vehicle counting, must word magic tricks video, opencv panoramic video stitching, vehicle counting using opencv, opencv android video, vehicle counting opencv, opencv vehicle counting, project vehicle counting, c hashing 2, c# hashing -- 2, vehicle counting, c++ opencv

About the Employer:
( 1 review ) Biscayne Park, United States

Project ID: #22548679

21 freelancers are bidding on average $1400 for this job

arhamsoftltd

Hi, I can design and create a program which can count vehicles, classify the vehicles. I have hands-on experience of 8+ years in .net, asp.net, MVC and making systems before with exceptional skills in MVC 5 advanced More

$1500 USD in 35 days
(101 Reviews)
8.5
KESHAVINFOTECH

Hi There, Thanks for your valuable time. :-) Please check below points : 1. Vehicle counting and classification project written in C++ or C# using OpenCV, Visual Studio 2017, Windows 10. The problem is to count and More

$747 USD in 20 days
(275 Reviews)
7.2
MrtDolphin

Hi. I am very good at machine learning and image processing. I can build vehicle tracking app perfectly in c++ using opencv. Please check my profile and contact me. regards

$5000 USD in 30 days
(28 Reviews)
6.4
Pingduoduo

My 7 years of R&D experience should be of interest to an ideal project like yours. In various capacities in image processing, computer vision and machine learning, leading to my present assignment as project manager, I More

$1500 USD in 7 days
(20 Reviews)
5.7
JinTai

Hi I just read your posting carefully. So I see you need some help for building neural network which can classify kinds of car and count them. I can help you with that and start right now. I ve background in building n More

$3000 USD in 30 days
(5 Reviews)
4.8
Dream20172017

Hi, there ! I have read your project description carefully. I am really confident about your project as a Computer Science expert. As my profile says, I have rich experiences in machine learning, deep learning, image p More

$500 USD in 7 days
(13 Reviews)
4.5
lesteraguilar

Pro C# /Software Architecture/C++ /OpenCV Expert! Hi client. Once saw a your project, it was very attracted my mind because I am very interested in your project and also, have rich experiences and high skills on these More

$500 USD in 7 days
(8 Reviews)
4.7
EfSol

Hi! we have extensive experience in working OpenCV on multiple platforms. You have already provided a detailed list of your requirements but we would still love to discuss more in order to clear some things. We can als More

$1500 USD in 20 days
(11 Reviews)
4.3
oscardavids

Hi. I am oscar. Thank you for your job posting. I have enough experiences with opencv and c/c++ more than 8 years. i think i will help you. Regards.

$3000 USD in 25 days
(12 Reviews)
4.4
healer818

Hi I've read your description very carefully and it really attracts me. I have rich experience at image processing with Computer Vision, Machine Learning and Keras. I built several image processing applications and OCR More

$500 USD in 7 days
(2 Reviews)
3.7
wwwTom

⭐⭐⭐⭐⭐ Greetings Dear Client! ⭐⭐⭐⭐⭐ Professional C/C++ developer is ready for your project! I have gone through your description and I'm very interesting as an expert in this field. I'm developing C/C++ program for 10+ More

$500 USD in 7 days
(7 Reviews)
3.9
prodeve

Hello, Thank you for sharing the requirement of your project. We read your requirement and we understand it. To understand more and clarify our doubts, we want to talk with you. Therefore, send us a message so that More

$400 USD in 7 days
(2 Reviews)
3.4
AmalKsein222

Hello, Dear. I am so happy for this chance to give us this opportunity to work with you in your project. My name is Yegorov and I am a Computer Vision and Image Processing, Machine Learning, Deep Learning Expert. I ha More

$700 USD in 15 days
(1 Review)
2.5
alexbes00

I am a senior AI project developer with 9 years of professional experience. Especially, I've rich experience on Machine Learning, Speech processing, Computer Vision, Natural Language Processing(NLP), Time Series Analy More

$1500 USD in 7 days
(3 Reviews)
1.4
develop2023

*** IMMEDIATE DEMO OF YOUR PROJECT *** I have project like yours and hence I can show you right as soon as you contact to me. Thanks for your posting! I am a image processing expert using machine learning, such a More

$750 USD in 3 days
(0 Reviews)
0.0
andriiromanyshyn

----- Senior C# /Software Architecture/C++ Programming/OpenCV expert ----------- Thanks for your project. "HIGH QUALITY AND ON TIME IS MY FAVORITE MOTTO". Rich C# /Software Architecture/C++ Programming/OpenCV experienc More

$300 USD in 3 days
(0 Reviews)
0.0
ByteZappers

I would love to offer mine and my specialized programming team's services for programming this system for you, as we have extensive expertise in machine learning and algos. You can view some of our recent web and mobi More

$3000 USD in 30 days
(0 Reviews)
0.0
nalliancetech

We have a team expert in Web Designing, Application Development and Databases. We have worked on various projects across various industry verticals. We are specialized in IT Projects and have a team to handle various a More

$750 USD in 60 days
(0 Reviews)
0.0
NemesysSecurity

I'm Giacomo Ferrara and I'm a Cybersecurity and Network Engineer, Professional Penetration Tester and Developer (PHP, JAVA, C/C++, RUBY, PYTHON, PERL, .NET, SCALA, LUA, LISP ) and Artificial Intelligence (Deep Learnin More

$500 USD in 7 days
(0 Reviews)
0.0
gisdeveloper2010

I am an expert at developing the facial recognition system. I have experienced of Lane and Vehicle detection and recognition. And I am good at Image processing. I am good at Tensorflow, Keras, PyTorch and openCV. I can More

$3000 USD in 10 days
(0 Reviews)
0.0