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implement a few simple denoising and segmentation algorithms in PYTHON (computer Vision)

It has total 3 parts

Part 1:

denoising: in python implement your denoising method of choice

1) Bilateral filtering

2) Non-local means

3) Denoising autoencoder

Part 2:

segmentation: in python implement your segmentation method of choice

1) Otsu’s method

2) Watershed transform or region growing

3) Mean-shift clustering

4) Graph-cut

5) Neural network

Part 3:

practical challenge (vascular segmentation)

Note: do not simply call opencv or scipy, or other python library. You must implement the algorithm yourself using primitive array operations in numpy. I will check your code line by line in the .py file you submit, to verify this*

Rest I'll send everything in chat.

Looking forward for good freelancer here.

Thank you

Compétences : Python, Machine Learning (ML), Computer Vision, Science des données, Médical

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Concernant l'employeur :
( 14 commentaires ) New Delhi, India

Nº du projet : #26502051

9 freelance font une offre moyenne de ₹5206 pour ce travail

suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Plus

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manu83tudo

-previous experience in such topics; -eager to discuss a lot in this chat stream; -degree stats/maths;

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balakrishnakumar

Hello I am interested in your project and I would like to complete it. For part 1, we can design a pytorch based neural networks for denoising (autoencoder) For part 2, we can again design a torch based CNN for seg Plus

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FurqanHaider5411

hi I am CV and ml expert I can do this task for you feel free to contact me. I can do this task for you

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kediarahul135

I have hands-on practice on Image Processing with Python and I can nearly duplicate OpenCV functions thus satisfying your criteria of not using the OpenCV library. I also have a capability of thinking differently to so Plus

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Usha74

Hi, I am working as data scientist from 10 years. I checked your description. I have already finished this task for someone. I hope if you accept my bid, I will make all the changes to avoid plagarism and will give yo Plus

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tieonster

Hi, I'm an undergraduate student with experience in multiple Machine Learning/Deep Learning projects, including computer vision which is suitable for your case. I am relatively new to this field but can guarantee the p Plus

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sameerbairwa07

Hi, I read your project description and i am very excited to do it. I have good experience in machine learning. I have done couple of projects in OpenCV. You can check out here. [login to view URL] Plus

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karthikeyanbabul

I have 2 years of work experience in the computer vision field in different platform. I can able to develop using TensorFlow or NumPy for the segmentation of the image.

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