Comments (5)
also,
in the distance calculation in patch_match , there seems to be an element wise multiplication instead of euclidian distance calculation.
from deep-image-analogy.
@harveyslash
Hi, thanks for your interest on our project.
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The step function with a threshold 0.05 is the fast approximation to the sigmoid function mentioned in our paper. It is just used for acceleration purpose.
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The negative cosine similarity of normalized vectors is equivalent to the euclidean distance.
from deep-image-analogy.
Thank you for your reply
I am maintaining the Python version of your paper , https://github.com/harveyslash/Deep-Image-Analogy-PyTorch
I even wrote a pycuda implementation of patchmatch for acceleration.
However, the quality is substantially poorer than yours.
from deep-image-analogy.
Thanks for your effort on reproduction to python. I will take a look to see if I can help you.
from deep-image-analogy.
If you would like, i can set up my server for you so that you can run everything in jupyter without having to set up anything. Let me know if thats suitable for you.
from deep-image-analogy.
Related Issues (20)
- lcaffe
- ./demo: error while loading shared libraries: libcaffe.so.1.0.0-rc3: cannot open shared object file: No such file or directory
- demo keeps running HOT 1
- next_layer = curr_layer + 2 during deconv, but it is + 1 in the paper HOT 1
- Demo File Location HOT 4
- undefined reference to symbol '_ZN6google21ParseCommandLineFlagsEPiPPPcb'
- Multiple commands HOT 1
- undefined reference to ‘‘caffe::Net<float>::Net(...)" while sh scripts/make_deep_image_analogy.sh HOT 1
- For the preinstalled caffe,how to run your demo?
- Demo run with large ratio causes hard crash
- Is it possible to use multiple GPU to speed it up ?
- libgdk-x11-2.0.so.0: undefined reference to `XRRFreeMonitors' HOT 3
- linux : demo crashing free(): invalid pointer: 0x0000000002281d10 HOT 1
- Minimal GPU requirements for demo HOT 1
- The resultAB.PNG resultBA.png not change,and flowAB.txt flowBA.txt data are all 0,what's happen?
- which version of protoc can be used in this project?
- What are the visual attributes considered here? HOT 1
- Question concerning Build
- Output correspondence map
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from deep-image-analogy.