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Machine learning 2 -- ...

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

Kĩ năng: Thuật toán, Xử lí dữ liệu, Java, Machine Learning (ML), Python

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Về Bên Thuê:
( 37 nhận xét ) faridabad, India

ID dự án: #20052502

8 freelancer đang chào giá trung bình $151 cho công việc này


I am a BITS Pilani, India graduate currently working as a Machine/Deep learning engineer, with an experience of over 2 years at a MNC. I have completed many Data Science projects related to Image, text and timeseries c Thêm

$200 AUD trong 7 ngày
(4 Nhận xét)

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. tha Thêm

$277 AUD trong 10 ngày
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Let's work

$155 AUD trong 3 ngày
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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 trong 3 ngày
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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 trong 5 ngày
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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 trong 2 ngày
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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 Thêm

$250 AUD trong 14 ngày
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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 Thêm

$30 AUD trong 4 ngày
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