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Video Based Automatic Vehicle Counting & Classification & Speed -- 2

$750-1500 USD

Closed
Posted almost 4 years ago

$750-1500 USD

Paid on delivery
We Video Based Automatic Vehicle Counting & Classification & Speed . The problem is to count and classify vehicles inside a pre-defined area. Classification shall consist of large vehicles and small vehicles(Motorcycles,Passenger Cars, Other Two-Axle Four-Tire Single-Unit Vehicles ,Buses,Two-axle trucks,Three-axle trucks Three-axle tractors without trailers,Four-, five-, six- and seven-axle single-unit trucks, Two-axle trucks pulling one- and two-axle trailers Two-axle tractors pulling one- and two-axle trailers Three-axle tractors pulling one-axle trailers,etc.). Counting shall consider that the vehicles might be at zero velocity. Counting performance shall be %99.9 and the Speed and classification performance shall be above %98. 1. Ability to work at any time of the day or night in different ambient lights (dark, normal and very bright) 2. Ability to use in different weather conditions and the ability to automatically adapt to sudden weather changes 3. Resistant to changes in light and viewing angle and adaptability for optimal performance in different environmental conditions 4. Lack of car speed limit on system performance quality 5. Or moving between lines without a problem in correct diagnosis due to the simultaneous passage of several vehicles 6. Ability to process two reciprocating routes simultaneously with different number of lines 7. Ability to use online through camera communication and offline use on recorded videos 8. Ability to connect to cameras, USB, analog and IP 9. Equipped with license plate reader motor with high detection and recognition rate 10. Processing incoming images online 11. Simple and effective graphical interface to communicate with the user in order to make proper settings with the road environment and cameras 12. Camera calibration using a variety of methods (chessboard, license plate and road lines) 13. Wide range of car speed estimation (1 to 250 km / h) and no car speed limit on performance quality 14. Lack of induction sensor problems such as non-detection due to non-induction range or incorrect detection due to simultaneous passage of two vehicles 15. Ability to process two round-trip routes simultaneously with different number of lines 16. Ability to use online through camera communication and offline use on recorded videos 17. Ability to record received images 18. Ability to process 100 frames per second on a computer using parallel processing on GPU and CPU and (10 cameras - 10 frames) without the need for strong hardware 19. Added side features in the future 20. Detect stopping or passing a vehicle 21. Calculate the time and space interval between vehicles 22. Calculate the instantaneous and average volume of traffic 23. Provide various statistics and reports in the form of tables with the ability to apply a variety of filters such as time filter, date, number of vehicles and ... 24. Draw all kinds of fully customized charts based on the data obtained and calculated 25. Provide technical reports of moment-to-moment performance of software 26. Ability to quickly transfer collected data ============================= If you have done a similar project sample, send your project demo.
Project ID: 24823247

About the project

17 proposals
Remote project
Active 4 yrs ago

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17 freelancers are bidding on average $1,948 USD for this job
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Hello! I'd like to deliver vehicles analytics solution. I'm familiar with LPR, Object Detection and Tracking, CCTV infrastructure. I'll do the job failry good and fast. Please, give me a try!
$1,792 USD in 45 days
5.0 (14 reviews)
5.4
5.4
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Hi I am a very experienced statistician, data scientist and developer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in OPENCV, SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$3,000 USD in 7 days
4.3 (37 reviews)
6.1
6.1
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********COMPUTER VISION AND MACHINE LEARNING EXPERT ************ 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 projects with server using tensorflow and openvino. and I have developed lots of LPR projects for several countries such as india, indonesia, china, vietnam, croatia, singpore, malaysia, arabia, egypt, somalia, etc. Also, I have developed lots of image detection and recognition projects such as intrusion detection, emotion detection, OCR, age, gender estimation, style transfer, satellite image processing, python flask server and so on. 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 Regard
$1,500 USD in 15 days
5.0 (10 reviews)
4.9
4.9
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Hi,dear! I am quite interested in your project - 'Video Based Automatic Vehicle Counting & Classification & Speed -- 2'. :) I've already done this kind of project before. I am a skillful software developer who has rich experience in this field. If you contact me, you and I will be happy. Thank you in advance. Skills: Deep Learning, Machine Learning (ML), OpenCV, Python, Software Development
$1,250 USD in 5 days
5.0 (2 reviews)
3.6
3.6
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Hi Dear I have many experience in ML/DL I have amde program for License Platform Detect with c#/emguCV and so on So I can help you perfectly good luck
$1,125 USD in 7 days
5.0 (3 reviews)
3.1
3.1
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Hello, my name is Artem Im C++/C# developer and im working in computer vision field. I read you task and i do not believe that all of the above is possible to do. Sorry for honesty. I can help you in that task, but it will have some errors and wont be so perfect as you want it. In chat i can discuss some of problems of this task and some solution. Thanks
$1,350 USD in 45 days
5.0 (2 reviews)
1.8
1.8
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Hi dear i hope you don't lose your time this is my field and i will give the satisfaction with fair price, plz don't lose your time and contact me
$1,450 USD in 7 days
4.0 (2 reviews)
0.4
0.4
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Hey, I read through the job details extremely carefully. I am sure i can do this project very well on time and within your budget. I have worked on similar projects during my job tenure to what you are looking for and would love to work on your project too. I am having a great experience in the field of MS Excel , data entry, Internet research, data scraping data analysis and PDF conversion and spent a huge time of my career working on the datasets . So I am confident, i can exceed your expectations and glad to answer any question you may have. I assure you that task will delivered meeting deadlines and accuracy. I hope to hear more about what would make your project a success for you. Thank you for your time
$1,125 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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hi there .. I have read your announcement .. i think i could do this work .. if you wanted it as a video animation .. if it's okay with you please text me ..
$889 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Having an experience of 2.6 years in frame detection/object detection while working in NVIDIA for the autopilot project. we already doing work for them in some country like japan,USA/Germany and las vegas. I know the concept behind deep learning and neural network and want to contribute some thing to your project. As an expertise in releated field i want this project should be done by me. Thanks
$1,111 USD in 6 days
0.0 (0 reviews)
0.0
0.0
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Hi, I am a computer vision expert with more than 7 years of experience. I can help you complete this project as per your requirement.
$1,425 USD in 20 days
0.0 (0 reviews)
0.0
0.0
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Hello, I hope you are safe during this Pandemic! I went through to the job details. We will definitely design and develop a system with your required features and functionalities. We are the company to provide you strong experience in outsourced web development, mobile app development, software development, managed services, and we provide maintenance and support for the long term. Let's connect to chat for discussing further. Looking forward. Thank you, Canvas
$1,500 USD in 25 days
0.0 (0 reviews)
0.0
0.0
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Hello I have experience in the field of Machine Learning and deep learning. I have solved the problem of object detection in aerial videos (videos from UAV's) using Retinanet deep learning model. I can share some results with you if you want. I am experienced with different object detection algorithms like YOLO and Retinanet, openCV. I can also develop tracking algorithm to calculate the speed of the vehicle. I am technically well equipped (with a masters in Engineering) and have good mathematical knowledge and physical understanding to tackle such problems. Looking forward to working with you Regards
$3,500 USD in 45 days
0.0 (0 reviews)
0.0
0.0
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Narinder Alliance Technologies LLC An IT Consulting and Software Development company. 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 applications and provide IT support after the application goes live. We can provide you offshore support from US & India and in US Timings. For your application needs you can rely on us and can cut down the team size. Also we provide the high quality support and had consultants who can think out of the box and are very innovative. We believe in Innovation and R&D. We provide quality Project support after its up and running.
$1,500 USD in 60 days
5.0 (1 review)
0.0
0.0
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Hi am Mohmmod Sadik Pasha doing work very fast and perfectly Relevant Skills and Experience Am Mohmmod Sadik Pasha work completed within 5hrs and very fast
$1,250 USD in 20 days
0.0 (0 reviews)
0.0
0.0

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Flag of ROMANIA
Bucharest, Romania
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0
Member since Apr 8, 2020

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