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All Projects → changgyhub → Deepsketch2face

changgyhub / Deepsketch2face

Licence: apache-2.0
Demo and Database of "DeepSketch2Face" (SIGGRAPH 2017)

Labels

deep-learningcomputer-graphics

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DeepSketch2Face

Note: The database and the demo with bilinear encoding will be uploaded in the near future. Please keep staring if you need them.

Demo of DeepSketch2Face: A Deep Learning Based Sketching System for 3D Face and Caricature Modeling. Logo We use Caffe modified from Microsoft/Caffe. Default Development OS is Windows 10 x64.

Demo (Pure Alexnet Version)

  1. Download repo here
  2. Download caffemodel and dlls and expand to $(this_repo)\demo
  3. Install CUDA v8.0 (into C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0). Other versions may not be supported.
  4. Run $(this_repo)\demo\deepsketch2face.exe

Demo (With bilinear encoding)

Comming in the near future

Database

Comming in the near future

Source Code Reproduction

May not be uploaded.

  1. Download source repo here
  2. Install Visual Studio 2013 Ultimate
  3. Install CUDA v8.0 (into C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0) and cudnn v5.1 (copy files into C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\cuda). Other versions may not be supported.
  4. Build $(this_repo)\tools\caffe-master\windows\Caffe.sln in Release x64. If there are errors, check if step 2 is correctly done.
  5. Install Qt 5.8 (VS2013 x64). Other versions may not be supported.
  6. If you use different Qt and Visual Studio version, you need to rebuild $(this_repo)\tools\libQGLViewer\QGLViewer in Qt Creator.
  7. In $(this_repo)\tools\caffe-master\include\caffe\proto\caffe.pb.h, change "STRICT" in line 2525 and 9794 into "_STRICT"
  8. Open $(this_repo)\src\deepsketch2face.pro in Qt Creator, set build directory to $(this_repo)\build, then build the program in Release.
  9. Copy $(this_repo)\build\release\deepsketch2face.exe into $(this_repo)\demo
  10. For all .dll file in $(this_repo)\demo and $(this_repo)\demo\platforms, if you build the program in different settings, you may need to change them correspondingly. A safe but redundant move is to copy all .dll file in $(this_repo)\tools\ and Qt here.
  11. Run $(this_repo)\demo\deepsketch2face.exe
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