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文件名称:hed-master

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We develop a new edge detection algorithm, holistically-nested edge detection (HED), which performs image-to-image prediction by means of a deep learning model that leverages fully convolutional neural networks and deeply-supervised nets. HED automatically learns rich hierarchical representations (guided by deep supervision on side responses) that are important in order to resolve the challenging ambiguity in edge and object boundary detection. We significantly advance the state-of-the-art on the BSD500 dataset (ODS F-score of .790) and the NYU Depth dataset (ODS F-score of .746), and do so with an improved speed (0.4s per image).
相关搜索： edge
detection

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下载文件列表

hed-master

hed-master\.Doxyfile

hed-master\.gitignore

hed-master\.travis.yml

hed-master\CMakeLists.txt

hed-master\LICENSE

hed-master\Makefile

hed-master\Makefile.config.example

hed-master\README.md

hed-master\caffe.cloc

hed-master\cmake

hed-master\cmake\ConfigGen.cmake

hed-master\cmake\Cuda.cmake

hed-master\cmake\Dependencies.cmake

hed-master\cmake\External

hed-master\cmake\External\gflags.cmake

hed-master\cmake\External\glog.cmake

hed-master\cmake\Misc.cmake

hed-master\cmake\Modules

hed-master\cmake\Modules\FindAtlas.cmake

hed-master\cmake\Modules\FindGFlags.cmake

hed-master\cmake\Modules\FindGlog.cmake

hed-master\cmake\Modules\FindLAPACK.cmake

hed-master\cmake\Modules\FindLMDB.cmake

hed-master\cmake\Modules\FindLevelDB.cmake

hed-master\cmake\Modules\FindMKL.cmake

hed-master\cmake\Modules\FindMatlabMex.cmake

hed-master\cmake\Modules\FindNumPy.cmake

hed-master\cmake\Modules\FindOpenBLAS.cmake

hed-master\cmake\Modules\FindSnappy.cmake

hed-master\cmake\Modules\FindvecLib.cmake

hed-master\cmake\ProtoBuf.cmake

hed-master\cmake\Summary.cmake

hed-master\cmake\Targets.cmake

hed-master\cmake\Templates

hed-master\cmake\Templates\CaffeConfig.cmake.in

hed-master\cmake\Templates\CaffeConfigVersion.cmake.in

hed-master\cmake\Templates\caffe_config.h.in

hed-master\cmake\Utils.cmake

hed-master\cmake\lint.cmake

hed-master\docs

hed-master\docs\CMakeLists.txt

hed-master\docs\CNAME

hed-master\docs\README.md

hed-master\docs\_config.yml

hed-master\docs\_layouts

hed-master\docs\_layouts\default.html

hed-master\docs\development.md

hed-master\docs\images

hed-master\docs\images\GitHub-Mark-64px.png

hed-master\docs\images\caffeine-icon.png

hed-master\docs\index.md

hed-master\docs\install_apt.md

hed-master\docs\install_osx.md

hed-master\docs\install_yum.md

hed-master\docs\installation.md

hed-master\docs\model_zoo.md

hed-master\docs\performance_hardware.md

hed-master\docs\stylesheets

hed-master\docs\stylesheets\pygment_trac.css

hed-master\docs\stylesheets\reset.css

hed-master\docs\stylesheets\styles.css

hed-master\docs\tutorial

hed-master\docs\tutorial\convolution.md

hed-master\docs\tutorial\data.md

hed-master\docs\tutorial\fig

hed-master\docs\tutorial\fig\.gitignore

hed-master\docs\tutorial\fig\backward.jpg

hed-master\docs\tutorial\fig\forward.jpg

hed-master\docs\tutorial\fig\forward_backward.png

hed-master\docs\tutorial\fig\layer.jpg

hed-master\docs\tutorial\fig\logreg.jpg

hed-master\docs\tutorial\forward_backward.md

hed-master\docs\tutorial\index.md

hed-master\docs\tutorial\interfaces.md

hed-master\docs\tutorial\layers.md

hed-master\docs\tutorial\loss.md

hed-master\docs\tutorial\net_layer_blob.md

hed-master\docs\tutorial\solver.md

hed-master\examples

hed-master\examples\hed

hed-master\examples\hed\HED-tutorial.ipynb

hed-master\examples\hed\deploy.prototxt

hed-master\examples\hed\solve.py

hed-master\examples\hed\solver.prototxt

hed-master\examples\hed\train_val.prototxt

hed-master\include

hed-master\include\caffe

hed-master\include\caffe\blob.hpp

hed-master\include\caffe\caffe.hpp

hed-master\include\caffe\common.hpp

hed-master\include\caffe\common_layers.hpp

hed-master\include\caffe\data_layers.hpp

hed-master\include\caffe\data_reader.hpp

hed-master\include\caffe\data_transformer.hpp

hed-master\include\caffe\filler.hpp

hed-master\include\caffe\internal_thread.hpp

hed-master\include\caffe\layer.hpp

hed-master\include\caffe\layer_factory.hpp

hed-master\include\caffe\loss_layers.hpp

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