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Use of Capsule network to perform brain tumor segmentation using Brats2019 dataset

$30-250 USD

In Progress
Posted over 2 years ago

$30-250 USD

Paid on delivery
I am working on brats2019 dataset and task is to segment tumor regions using capsule network model .I train my capsule model but dice score is low .i need a freelancer who can improve dice score upto 0.90 for brain tumor class ET, 0.90 for WT,0.90 for TC separately and hausdorf distance of 0.324 on testing dataset. And freelancer should use tensorflow, keras libraries for building model and use google colab environment and must use brats2019 dataset. And in the last also save trained model in separate file and display one segmented image with different colors showing 3 clases of tumors. if freelancer not achieve desired results as i mentioned earlier (0.90 dice score ) i will not pay any amount to freelancer.
Project ID: 31560224

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4 proposals
Remote project
Active 3 yrs ago

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Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$140 USD in 7 days
4.8 (12 reviews)
4.4
4.4
4 freelancers are bidding on average $150 USD for this job
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Hello, I am a data science engineer, I'm a python addict, I'm specialized in AI, Machine Learning and Deep Learning...... I can do a good job in a short time, I hope we can work together, while waiting for more information from you, i hope u accept ;) Accept and u will never regret Hello, I am a data science engineer, I'm a python addict, I'm specialized in AI, Machine Learning and Deep Learning...... I can do a good job in a short time, I hope we can work together, while waiting for more information from you, i hope u accept ;) Accept and u will never regret
$250 USD in 2 days
5.0 (16 reviews)
4.5
4.5

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Flag of PAKISTAN
Multan, Pakistan
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Member since Jun 30, 2015

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