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content/2018-01-05-TrainingSegmentationData_v0.1.0.ipynb

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Title: Training Semantic-Segmentation Data Set (v0.1.0)
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Slug: 2018-01-05-TrainingSegmentationData_v0.1.0
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Lang: en
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Date: 2018-01-05
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Category: semantic segmentation
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Tags: public data, semantic segmentation, u-resnet
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Authors: Kazuhiro Terao
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Summary: A demonstration to train U-ResNet (convolutional neural network for semantic segmentation) for track/shower separation using a (practice) public data sample (v0.1.0). I show the network's learning curve as well as visualization of how the network's performance improved during the training on a specific track/shower sample image. This notebook can also serve as a generic example of configuring larcv IO to train a semantic segmentation network.

pelicanconf.py

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SITEDESCRIPTION = 'description!'
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SITELOGO = 'profile.png'
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SITEURL = GROUPURL + '/Blog'
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#SITEURL = '' # uncomment this line for local dev
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SITEURL = '' # uncomment this line for local dev
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#FAVICON = SITEURL + '/images/favicon.ico'
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BROWSER_COLOR='#333'
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