Machine learning 2 -- ...

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$30-250 AUD

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Your task is to prepare data reader for the training code and evaluate several training configurations, which are: 1-UNet vs LinkNet vs MobileUNet comparison 2-Increased filter size (from 3x3 to e.g. 7x7) 3-Location augmentation as described here: [login to view URL] 4-SegCaps - 4th architecture to test (as an addition to 3 architectures from #1) which should be taken from here: [login to view URL] _This means you need to perform at least 6 training (3 for #1 and 1 for each of #2, #3 and #4). Make sure you optimize hyperparams before the actual training. -Hopt module should help in this, but you can obviously perform the optimizations your own way. If you decide to stick to hopt, you can find some explanations here: [login to view URL] after you finish, you have to run the code on my laptop and show the comparison between each model which one the best and why .. by create reports and put all the results for each model with graphs . please put comments inside the code to make everything clear

Algorithm

Data Processing

Java

Machine Learning (ML)

Python

ID projekta: 20052502

Več o projektu

7 ponudb

Projekt na daljavo

Aktivno pred 5 leti

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7 freelancerjev je oddalo ponudbo s povprečno vrednostjo $144 AUD za to delo

@engrmaryam

hello sir, I have 3 years experienced of machine learning. I will help you in your project and run in your laptop and also show you the comparison of the algorithm. if you have any questions, please come to inbox. thanks, Maryam

$277 AUD v 10 dneh

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@Wwwgeoffreyndung

Let's work

$155 AUD v 3 dneh

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@pritamprp49

I have better knowledge about machine learning and data preprocessing and also have certificate of this..i am pursuing my bachelor degree and proficient in python.. please give me one chance

$133 AUD v 3 dneh

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@denisealbertazzi

Deal with hyperparameters is what I've done during the whole last year on my master thesis. I'm pretty fresh on the subject. Is your code in python? Just give it to me.

$122 AUD v 5 dneh

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@mohammad2017821

Hello I'm Mohammad, I'm an electronic engineer and I have a wide knowledge in the field of microcontrollers, choose me now so we can start immediately.

$40 AUD v 2 dneh

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@vivekprt7

Hi, I'm Vivek. I would like to place a quotation on the project. Please provide details of the work you require to be done. I'll deliver it positively. I've experience with Python and Machine Learning. I've one paper on Human Behavior Modeling as second author yet to be published. I've played with U-Net for different applications, currently developing my own version of U-net for an application. I believe I can help. I'm starting new on this platform. Best, Vivek

$250 AUD v 14 dneh

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@souravsingh94

Hello, I am a bioinformatician working in a government organization and I have worked in the field of segmentation of X-rays and other DICOM standard images. I have previously used UNet model for a Kaggle competition on Chest X-rays. I am experienced with the use of Tensorflow and PyTorch for deep learning and can provide the code as well as the running instructions on an urgent basis. I will give my 100% for the project and would really love to collaborate with you on this interesting project.

$30 AUD v 4 dneh