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FCN-32s Fully Convolutional Semantic Segmentation on PASCAL-Context

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See the reference implementation at http://fcn.berkeleyvision.org. This pre-release is deprecated.

masakinakada commented Mar 3, 2016

When I tried to run deploy.prototxt, it takes very large memory, and the process crash on CPU.
Can anyone help me to reduce the use of memory or solve this problem?

Thanks in advance.

arasharchor commented Mar 10, 2016

Hi guys,
how to finetune on different number of classes?
thanks

laotao commented Mar 25, 2016

Can I fine-tune this model for high-resolution image classification? The input sizes of Alexnet/Caffenet/GoogleLenet are too small for my application.

CarrieHui commented Mar 31, 2016

@weiliu89 Hi, I encountered conflicts when I merged PR #2016 , it says "Automatic merge failed". What should I do next? Thank you in advance.

twtygqyy commented Apr 17, 2016

Hi, I tried to use deconv layer with group and bilinear as upsampling instead of using the solver script, but could hardly reproduce the result. Anybody knows the reason?

yjc04 commented Apr 21, 2016

@acgtyrant
Hi I am getting this error :
I0421 02:38:28.223543 24891 net.cpp:299] Memory required for data: 1277452160
[libprotobuf WARNING google/protobuf/io/coded_stream.cc:505] Reading dangerously large protocol message. If the message turns out to be larger than 2147483647 bytes, parsing will be halted for security reasons. To increase the limit (or to disable these warnings), see CodedInputStream::SetTotalBytesLimit() in google/protobuf/io/coded_stream.h.
[libprotobuf WARNING google/protobuf/io/coded_stream.cc:78] The total number of bytes read was 597011289

I installed the protobuf using the command given in google tensorflow website
$ pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/protobuf-3.0.0b2.post2-cp27-none-linux_x86_64.whl

However, once I uninstalled that and tried to compile using the github source code from google protobuf, python can't find the google protobuf at all. Can you help me finding a way here?

Thanks in advance

tianzq commented Apr 22, 2016

@yjc04
I had same error. I just modified "kDefaultTotalBytesLimit" and "kDefaultTotalBytesWarningThreshold" in the "/usr/include/google/protobuf/io/coded_stream.h". I didn't recompile and reinstall, it works well.

mjohn123 commented Feb 6, 2017

Hello all, Have anyone try to export prediction image using C++, instead of python? I am not the family of python code. Thank all

wgeppert commented Feb 12, 2017 •

edited

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any c++ for classification or Segmentation would be great.

sara-eb commented Mar 6, 2017

Hi,
I trained the FCN32 from the scratch. But the output is zero values (a black image). Could someone help what is the reason? Thanks

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