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https://github.com/chengbinjin/u-net-tensorflow

Vote to share portable workflows and reproduce results (if applicable)   1 

Related CK components (help)
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 lib   U-Net: Convolutional Networks for Biomedical Image Segmentation
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 package   Artifact from https://github.com/ChengBinJin/U-Net-TensorFlow
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 package   Tags: tensorflow
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 package   Tags: tf
 1 
 program   Artifact pipeline from https://github.com/ChengBinJin/U-Net-TensorFlow
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 program   Tags: tensorflow
 1 
 program   Tags: tf
 1 
 result   SOTA: Anatomical Tracings of Lesions After Stroke (ATLAS) (lesion segmentation) [medical] in the open CK format
 1 
 result   SOTA: CHASE_DB1 (retinal vessel segmentation) [medical] in the open CK format
 1 
 result   SOTA: CRAG (colorectal gland segmentation:) [medical] in the open CK format
 1 
 result   SOTA: CT-150 (pancreas segmentation) [medical] in the open CK format
 1 
 result   SOTA: DIC-HeLa (cell segmentation) [medical] in the open CK format
 1 
 result   SOTA: DRIVE (retinal vessel segmentation) [medical] in the open CK format
 1 
 result   SOTA: ISBI 2012 EM Segmentation (medical image segmentation) [medical] in the open CK format
 1 
 result   SOTA: Kaggle Skin Lesion Segmentation (skin cancer segmentation) [medical] in the open CK format
 1 
 result   SOTA: Kumar (multi-tissue nucleus segmentation) [medical] in the open CK format
 1 
 result   SOTA: LUNA (lung nodule segmentation) [medical] in the open CK format
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 result   SOTA: PhC-U373 (cell segmentation) [medical] in the open CK format
 1 
 result   SOTA: SNEMI3D (electron microscopy image segmentation) [medical] in the open CK format
 1 
 result   SOTA: STARE (retinal vessel segmentation) [medical] in the open CK format
 1 
 result   SOTA: SkyScapes-Dense (semantic segmentation) [computer vision] in the open CK format
 1 
 result   SOTA: SkyScapes-Dense (semantic segmentation) [robots] in the open CK format
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 result   SOTA: TCIA Pancreas-CT Dataset (pancreas segmentation) [medical] in the open CK format
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 soft   Artifact from https://github.com/ChengBinJin/U-Net-TensorFlow
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Related research papers, code, artifacts and results
Relevance
http://arxiv.org/abs/1505.04597v1
 1 
http://arxiv.org/pdf/1505.04597v1.pdf
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 1 
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 1 
https://github.com/AICIP-UTK/spacenet-round3
 1 
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 1 
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 1 
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 1 
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 1 
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 1 
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 1 
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 1 
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 1 
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 1 
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 1 
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 1 
https://github.com/ImagingLab/Colorizing-with-GANs
 1 
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 1 
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 1 
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 1 
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https://github.com/LeeJunHyun/Image_Segmentation
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 1 
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 1 
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