How to use Deep features?

[nvnnghia]

Thanks for sharing the code. I am currently trying to use Deep features instead of FHOG features. can you give some suggestion how to do that? Thank you very much.

[oylz]

compile with macro "UDL". see:
https://github.com/oylz/DS/blob/master/NT.cpp#L4
https://github.com/oylz/DS/blob/master/NT.cpp#L44
https://github.com/oylz/DS/blob/master/NT.cpp#L103
https://github.com/oylz/DS/blob/master/NT.cpp#L119

[nvnnghia]

Hi, Thank you very much for response. I tried to compile with macro "UDL", i.e, I uncomment #define UDL (https://github.com/oylz/DS/blob/master/NT.cpp#L3). But I get this error:
/tmp/ccIa7taA.o: In function NT::Init()': NT.cpp:(.text+0x9d9): undefined reference to FeatureGetter::self_'
NT.cpp:(.text+0x9f9): undefined reference to FeatureGetter::self_' NT.cpp:(.text+0xa10): undefined reference to FeatureGetter::Init()'
NT.cpp:(.text+0xaed): undefined reference to FeatureGetter::self_' NT.cpp:(.text+0xb07): undefined reference to FeatureGetter::self_'
NT.cpp:(.text+0xb27): undefined reference to FeatureGetter::self_' NT.cpp:(.text+0xb31): undefined reference to FeatureGetter::self_'
NT.cpp:(.text+0xb49): undefined reference to FeatureGetter::self_' /tmp/ccIa7taA.o:NT.cpp:(.text+0xb50): more undefined references to FeatureGetter::self_' follow
/tmp/ccIa7taA.o: In function ExtractFeature(cv::Mat const&, std::vector<cv::Rect_<int>, std::allocator<cv::Rect_<int> > > const&, std::vector<Eigen::Matrix<float, 1, 128, 1, 1, 128>, std::allocator<Eigen::Matrix<float, 1, 128, 1, 1, 128> > >&)': NT.cpp:(.text+0x2739): undefined reference to FeatureGetter::Get(cv::Mat const&, std::vector<cv::Rect_, std::allocator<cv::Rect_ > > const&, std::vector<Eigen::Matrix<float, 1, 128, 1, 1, 128>, std::allocator<Eigen::Matrix<float, 1, 128, 1, 1, 128> > >&)'
NT.cpp:(.text+0x287e): undefined reference to FeatureGetter::self_' NT.cpp:(.text+0x2894): undefined reference to FeatureGetter::self_'
NT.cpp:(.text+0x28b4): undefined reference to FeatureGetter::self_' NT.cpp:(.text+0x28be): undefined reference to FeatureGetter::self_'
NT.cpp:(.text+0x28de): undefined reference to FeatureGetter::self_' /tmp/ccIa7taA.o:NT.cpp:(.text+0x28e5): more undefined references to FeatureGetter::self_' follow
collect2: error: ld returned 1 exit status

I do not know what I did wrong. Please help, Thank you

[oylz]

FeatureGetter(https://github.com/oylz/DS/tree/master/deepsort/FeatureGetter) is a single library.
you may first to build it, and then link it in DS.

[nvnnghia]

Thank you very much. I'll try

[nvnnghia]

Hi, I've finished to build FeatureGetter, the problem is that there is no tt1.pb file, therefore, the program can not run. Can you please share the tt1.pb file or how can I get that file. Thank you very much.

ReadBinaryProto failed: Not found: ./data/tt1.pb; No such file or directory

[oylz]

@nvnnghia I have add it now.(https://github.com/oylz/DS/tree/master/data)

[nvnnghia]

Update: I have sucessfully used Deep features. Thank you very much!

Thank you very much. I still can not use Deep features. When I compile without macro "UDL" the program work perfectly. If I using macro "UDL" the program can not use imread or imshow. Compile sucessfully, but when I run the program I met this error:
OpenCV Error: Assertion failed (scn == 3 || scn == 4) in cvtColor, file /home/nghia/opencv/modules/imgproc/src/color.cpp, line 10638
terminate called after throwing an instance of 'cv::Exception'
what(): /home/nghia/opencv/modules/imgproc/src/color.cpp:10638: error: (-215) scn == 3 || scn == 4 in function cvtColor

./script.sh: line 1: 23439 Aborted (core dumped) .

I figured out that the problem is from imread. The imread work uncorrectly in this case. It can not read any image. I do not know why this can happen.

[nvnnghia]

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[oylz]

Have you compile opencv with gtk2?
If your are in Ubuntu, you can install it by then command apt install libgtk2.0-dev,
and then build&install opencv agian.

[nvnnghia]

Everything is good now. thank you very much