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Vehicle counting and classification project written in C++ or c# using OpenCV

$250-750 USD

Closed
Posted almost 5 years ago

$250-750 USD

Paid on delivery
We need a vehicle counting and classification project written in C++ or C# using OpenCV. The problem is to count and classify vehicles inside a pre-defined area and multi lanes. Classification shall consist of large vehicles (trucks, bus, etc.) and small vehicles (cars, Pickup truck, 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::Mat image. Counting performance shall be %100 and the classification performance shall be above %98. FHWA 13 Vehicle Classification Class 1 - Motorcycles: All two- or three-wheeled motorized vehicles. Typical vehicles in this category have saddle type seats and are steered by handle bars rather than wheels. This category includes motorcycles, motor scooters, mopeds, motor-powered bicycles, and three-wheeled motorcycles. Class 2 - Passenger Cars: All sedans, coupes, and station wagons manufactured primarily for the purpose of carrying passengers and including those passenger cars pulling recreational or other light trailers. Class 3 - Other Two-Axle, Four-Tire, Single Unit Vehicles: All two-axle, four-tire, vehicles other than passenger cars. Included in this classification are pickups, panels, vans, and other vehicles such as campers, motor homes, ambulances, hearses, carryalls, and minibuses. Other two-axle, four-tire single unit vehicles pulling recreational or other light trailers are included in this classification. Class 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. Class 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. Class 6 - Three-axle Single unit Trucks: All vehicles on a single frame including trucks, camping and recreational vehicles, motor homes, etc., having three axles. Class 7 - Four or More Axle Single Unit Trucks: All trucks on a single frame with four or more axles. Class 8 - Four or Less Axle Single Trailer Trucks: All vehicles with four or less axles consisting of two units, one of which is a tractor or straight truck power unit. Class 9 - Five-Axle Single Trailer Trucks: All five-axle vehicles consisting of two units, one of which is a tractor or straight truck power unit. Class 10 - Six 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. . Class 11 - Five or Less Axle Multi-Trailer Trucks: All vehicles with five or less axles consisting of three or more units, one of which is a tractor or straight truck power unit . Class 12 - Six-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. Class 13 - Seven 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 unit.
Project ID: 20596886

About the project

16 proposals
Remote project
Active 5 yrs ago

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16 freelancers are bidding on average $666 USD for this job
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Hi there, please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly. Thanks
$1,250 USD in 7 days
5.0 (57 reviews)
7.4
7.4
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Hello, How are you? I have rich experience in vehicle detection using OpenCV. I can show my sample if you want. If you hire me, I will provide you good result. I want to discuss the project more in detail with you. Best Regards.
$500 USD in 7 days
4.9 (93 reviews)
7.6
7.6
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Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Vehicle Counting Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$750 USD in 7 days
4.9 (94 reviews)
6.9
6.9
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Dear,Client. I have checked your requirements carefully. And I can understand what you want. Frankly speaking, I have a vast experience in Image processing. I have developed many image processing engines using opencv, deep learning(tensorflow, yolo, caffe etc). C++, C# and OpenCV are my major ones. I can give you perfect result as you want. Thanks. Looking forward to meeting you. Best regards. From Xiuna
$500 USD in 7 days
4.7 (29 reviews)
6.4
6.4
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Dear employer, Thanks for checking my proposal I came along with your request for and I reviewed your project description. I will like to assist you in providing a quality work on I have been working for 6+ years in this field, I have completed 500+ Projects. Kindly check my profile. https://www.freelancer.com/u/mzdesmag to see my past works and reviews. Feel free to message me to discuss briefly the project. Thanks
$250 USD in 3 days
4.5 (38 reviews)
5.6
5.6
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Hello. I am interested in your project. I have read your proposal carefully. I have experience working with car counting system with OpenCV and the result is high. I invested the pattern recognition with OpenCV and CNTK C# fully. So I think the accuracy in your project with my theory will be up to 97%. There will be certain results. Please contact me for more details with chat.
$500 USD in 7 days
5.0 (3 reviews)
5.1
5.1
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Hello! I am very interested in your post project. i am really looking for this kind of project for a long time in freelancer since i have rich experience on it. I think this project is very suitable for me and i am sure i can give you good result . If you award me for your project, you will get good result . looking forward to work with you. thanks regards
$500 USD in 7 days
5.0 (8 reviews)
5.2
5.2
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Dear sir. I read your project description very carefully. I've really rich experience in developing Vehicle Counting Program, so your project is very interesting to me. In the past, I developed many projects related on Programming skills. I believe this will be a good starting point of the business relation between us. Thank you.
$500 USD in 7 days
5.0 (10 reviews)
4.3
4.3
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Hi, I checked your description, seriously. You want a C++/C# app that can count vehicles with 100% accuracy and classify them into 13 classes with 89% accuracy, in predefined area of multi-lane driveway. Oh, I'm a Computer Vision expert. I can help you. If you have any interest in my proposal, please send me a message. Thanks.
$300 USD in 7 days
5.0 (9 reviews)
3.9
3.9
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Hi,, My name is Cristhian, I have been developing website for a long time, focus in responsibility and a good design, I read all your description and I want to be there, I would appreciate if we discuss details in chat.
$500 USD in 7 days
4.4 (16 reviews)
4.2
4.2
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Hello, It needs Tensorflow, Caffe. OCR, OPenCV I can show you Demo like vehicle counting and LP recognition. I've experienced the OCR program development a lot. I'm a Software Engineering expert. And I lead a good team. Program languages that I mastered are such as Python, c/c++, vc++. While I read your proposal, I'm very confident that I can do that perfectly. The important point for your project is just for me to focus on OCR program clearly an correctly. If you are satisfied by my suggestions, pls send me message and chat with me. Thank you for your consideration. Yours sincerely.
$700 USD in 2 days
5.0 (6 reviews)
3.1
3.1
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Hello My name is Samuel and I’m a professional developer with 6+ years of experience with Native Android & iOS applications. I have gone through your job description carefully and I am very interested in your job. I'm honest, and passionate about Android/iPhone/iPad programming holding my hand on a pulse of a new technologies such as the latest version of KOTLIN & SWIFT as well as SOLID principles and MVVM design patterns. My top priority is getting the project finished on time with quality, well structured and easy maintainable code. I'm trying to bring all my work to perfection. If it is what you are looking for, I will be glad to work with you! Thanks Regards
$316 USD in 6 days
0.0 (0 reviews)
0.0
0.0
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Hi I read your post and I would like to offer you my expertise. I previously designed and coded car plate recognition in C++ and OpenCV. We can discuss more over chat. Thank you
$777 USD in 21 days
0.0 (1 review)
0.0
0.0

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Flag of UNITED STATES
Biscayne Park, United States
5.0
2
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Member since Aug 1, 2019

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