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This repository was archived by the owner on Jun 22, 2022. It is now read-only.

minerva-ml / open-solution-data-science-bowl-2018 Public archive

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Experimentation guideline

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kamil-kaczmarek edited this page Feb 1, 2018 · 16 revisions

Run first experiment
Initial configuration
Deeper dive into the code

Toggle table of contents Pages 12

Home
Deeper dive into the code
Experiment as code
Experimentation guideline
Improved Multioutput UNet
Initial configuration
Installation
MultiOutput UNet
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UNet
UNet specialists, faster processing, weighed loss function, improved validation
UNet with weighted loss and morphological postprocessing

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Solution 1: U-Net
Solution 2: Multi-output U-Net
Solution 3: Improved Multi-output U-Net
Solution 4: U-Net with weighted loss and morphological postprocessing
Solution 5: U-Net specialists, faster processing, weighted loss function and improved validation

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