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https://github.com/astoycos/mini_project2

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

Related CK components (help)
Relevance
 lib   Deep Learning: A Critical Appraisal
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 package   Artifact from https://github.com/astoycos/Mini_Project2
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 package   Tags: tensorflow
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 package   Tags: tf
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 program   Artifact pipeline from https://github.com/astoycos/Mini_Project2
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 program   Tags: tensorflow
 1 
 program   Tags: tf
 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: 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: 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: 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: 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 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: 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 
 soft   Artifact from https://github.com/astoycos/Mini_Project2
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Related research papers, code, artifacts and results
Relevance
http://arxiv.org/abs/1801.00631v1
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http://arxiv.org/pdf/1801.00631v1.pdf
 1 
https://github.com/astoycos/mini_project2
 1 
https://paperswithcode.com/paper/deep-learning-a-critical-appraisal
 1 

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