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https://github.com/anoushkrit/knowledge

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

Related CK components (help)
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 lib   Fully Convolutional Networks for Semantic Segmentation
 1 
 lib   Private Machine Learning in TensorFlow using Secure Computation
 1 
 lib   U-Net: Convolutional Networks for Biomedical Image Segmentation
 1 
 package   Artifact from https://github.com/anoushkrit/Knowledge
 1 
 package   Tags: pytorch
 1 
 program   Artifact pipeline from https://github.com/anoushkrit/Knowledge
 1 
 program   Tags: pytorch
 1 
 result   SOTA: ADE20K (semantic segmentation) [computer vision] in the open CK format
 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: CIFAR-10 (image classification) [computer vision] in the open CK format
 1 
 result   SOTA: COCO test-dev (object detection) [computer vision] in the open CK format
 1 
 result   SOTA: COCO-Stuff test (semantic segmentation) [computer vision] 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: Cityscapes val (semantic segmentation) [computer vision] in the open CK format
 1 
 result   SOTA: Cityscapes val (semantic segmentation) [robots] 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: DukeMTMC-reID (person re-identification) [computer vision] in the open CK format
 1 
 result   SOTA: GTAV-to-Cityscapes Labels (image-to-image translation) [computer vision] in the open CK format
 1 
 result   SOTA: ISBI 2012 EM Segmentation (medical image segmentation) [medical] in the open CK format
 1 
 result   SOTA: ImageNet (image classification) [computer vision] in the open CK format
 1 
 result   SOTA: ImageNet-A (domain generalization) [methodology] in the open CK format
 1 
 result   SOTA: ImageNet-R (domain generalization) [methodology] 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
 1 
 result   SOTA: MS-COCO (multi-label classification) [methodology] in the open CK format
 1 
 result   SOTA: MSMT17 (person re-identification) [computer vision] in the open CK format
 1 
 result   SOTA: Office-31 (domain adaptation) [methodology] in the open CK format
 1 
 result   SOTA: Office-Home (unsupervised domain adaptation) [methodology] in the open CK format
 1 
 result   SOTA: PASCAL Context (semantic segmentation) [computer vision] in the open CK format
 1 
 result   SOTA: PASCAL VOC 2007 (object detection) [computer vision] in the open CK format
 1 
 result   SOTA: PCam (breast tumour classification) [medical] in the open CK format
 1 
 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
 1 
 result   SOTA: SkyScapes-Lane (semantic segmentation) [computer vision] in the open CK format
 1 
 result   SOTA: Stanford Cars (fine-grained image classification) [computer vision] in the open CK format
 1 
 result   SOTA: Syn2Real-C (synthetic-to-real translation) [computer vision] in the open CK format
 1 
 result   SOTA: TCIA Pancreas-CT Dataset (pancreas segmentation) [medical] in the open CK format
 1 
 soft   Artifact from https://github.com/anoushkrit/Knowledge
 1 

Related research papers, code, artifacts and results
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http://arxiv.org/abs/1411.4038v2
 1 
http://arxiv.org/abs/1505.04597v1
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 1 
http://arxiv.org/pdf/1411.4038v2.pdf
 1 
http://arxiv.org/pdf/1505.04597v1.pdf
 1 
http://arxiv.org/pdf/1810.08130v2.pdf
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 1 

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