Support Vector Machine (Python or Matlab)

These are trajectories of merchant ships navigating at the coastal in Korea.

I'd like to make a centerline.

so, I need positions(latitude and longitude) at regular intervals.

Purpose of this research: There are frequent collision situations.

If I make the centerline, all ships have to navigate to the right(starboard) side.

so, the collision situation will be decreased.

I'd like to apply SVM (support vector machine) for binary classification.

There are straight and curve lines in the study area.

I attached some files. (zip file)

There are powerpoint and data file.

And also please draw your flow chart and write down core equations for better understanding your concept.

I'm using R2019a version Matlab version.

Keep in mind that some functions in Matlab, are not compatible.

example, 'svmtrain' function is removed on the new version. Use 'fitcsvm' instead.

I think the only coordinate column is important. Time, speed, course column is not important on this project.

I attached one code from another freelancer in the past. This code is applied to other study area data using SVM.

This code also introduced the average first, then SVM. As a result, the center line was obtained by binaries in red and green.

now undefined function 'svmtrain' in the code. It should be replaced other function.

This code is just for linear area.

But I need non-linear SVM for this project.

I think you can get the idea.

Skills: Artificial Intelligence, Machine Learning (ML), Matlab and Mathematica, Python

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About the Employer:
( 73 reviews ) undefined, Korea, Republic of

Project ID: #19576666

4 freelancers are bidding on average $28 for this job


Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine More

$20 USD in 7 days
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Hi. I am an expert in machine learning. I am sure I can handle SVM with Python & Matlab. We can discuss details via chat. I wait for you now. Thanks.

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I have proficient experience with machine learning,python and matlab I can do your project on time with quality

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have read your requirement very well . """ I have 5 years experience in python machine learning , data analysis and custom web and desktop bot making I will be happy to do this project and i am completed most complex c More

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