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

$250-750 USD

Cerrado
Publicado hace más de 4 años

$250-750 USD

Pagado a la entrega
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.
ID del proyecto: 22548679

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12 propuestas
Proyecto remoto
Activo hace 4 años

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12 freelancers están ofertando un promedio de $1.225 USD por este trabajo
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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 fields because I have been working in this fields for 8+ years. If given a chance, I am highly confident in my ability to deliver the highest quality. I am confident that my involvement in your project will bring it to a successful launch, on time and within budget. I look forward to hearing from you. Kind Regards
$500 USD en 7 días
5,0 (8 comentarios)
4,7
4,7
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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 also give you a demo of a video input in OpenCV that do recognises the vehicles and counts them. We would love to hear from you soon! Thank you!
$1.500 USD en 20 días
5,0 (11 comentarios)
4,3
4,3
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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 processing, video processing, pattern recognition, object detection, tracking, etc. I have been working in computer vision for 10+ years. So I can finish your project professionally in a short time. I am ready to start your project immediately. Please feel free to discuss with me. Best Regards
$500 USD en 7 días
5,0 (13 comentarios)
4,5
4,5
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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 have worked it in c/c++/python/Java programming languages, using PyTorch, Tensorflow, Caffe, Keras, OpenCV, scikit-image library. I assure you of the best quality of job delivery on time. Sincerely.
$700 USD en 15 días
5,0 (1 comentario)
2,5
2,5
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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 Analysis & Prediction. My experiences are - Machine Learning o Libraries: kaldi, Tensorflow, Caffe, Scikit-learn, Pytorch, Pandas, Numpy o Models: DNN, CNN, RNN+LSTM, TDNN+LSTM, End-to-End Deep Learning - Speech processing o Multi-linguistic Speech-to-Text(STT) o Text-to-Speech(TTS) o Voice Activity Detection(VAD) in noisy environment - Computer Vision o face detection & recognition & Swap o Object detection & classification o Motion & Pose recognition o OCR: Captcha & car plate - Time Series Analysis & Prediction - Natural Language Processing - Programming: C/ C++/ C#, Python, MATLAB/ Mathematica, VB, Java, R, MySQL... - OS: Windows, Linux, Android etc... I will possibly do my best for the project, if you`d like. Thanks.
$1.500 USD en 7 días
4,9 (4 comentarios)
1,4
1,4
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*** 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 as tensorflow, caffe, darknet and etc. I have developed a lot object detection and recognition projects by Java, Android, c#, C++, python and etc. (car number plate detect and recognition, captcha recognition(ocr), symbol recognition(ocr), soccer player detection, face swap, face recognition, object detect and etc..)by using emgucv, opencv , dnn and etc... And I have developed a lot of image recognition project such as emotion recognition, pose detection and recognition and age estimation. If you response my bid I will send you my image processing Demos and I can finish your task and deliver you perfectly. Also, you can know my ability enough. Good relationship with client is more important than money for me. So I will work with low price for our long-term relationship. I sincerely hope this project would be first step in long term relationship with you. Please give me your detail… Let’s share our idea. Looking forward to hear from you soon. Best Regards
$750 USD en 3 días
0,0 (0 comentarios)
0,0
0,0
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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 use python or C++ for this project. If you choose me, i will satisfy you with my result. Look forward your positive response. Thanks so much.
$3.000 USD en 10 días
0,0 (0 comentarios)
0,0
0,0

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Bandera de UNITED STATES
Biscayne Park, United States
5,0
2
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Miembro desde ago 1, 2019

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