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laysonliiu/RefineContourNet

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RefineContourNet

RefineContourNet (RCN) is an Object Contour and Edge Detector. This is the test code and the best results of the paper Object Contour and Edge Detection with RefineContourNet; CAIP 2018

DOI: 10.1007/978-3-030-29888-3_20

To test the RCN - please download refinenet-contour-master

  • compile and setup the included MatConvNet-files (same procedure like for RefineNet [https://github.com/guosheng/refinenet])
  • run the file demo_test_simple_voc_contour_tiff.m with MATLAB
  • choose in this m-file the trained model for either Object Contour Detection or Edge Detection

Best RCN-results:

  • RCNVOC_NMS_results_on_BSDS500_val
  • RCNVOC_results_on_BSDS500_val
  • RCN_NMS_results_on_PASCAL_val
  • RCN_results_on_PASCAL_val

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Results of the paper "Object Contour and Edge Detection with RefineContourNet"

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  • MATLAB 44.6%
  • Cuda 27.4%
  • C++ 11.7%
  • TeX 7.4%
  • Python 4.8%
  • Shell 1.6%
  • Other 2.5%

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