Experiments with Tensor-flow(www.tensorflow.org) and the java framework deeplearning4j.org. Tensor-flow modelling is not possible to do from java, so the current code can only run pre-trained modules.
Website: deeplearning4j.org github: https://github.com/deeplearning4j
Besides org.deeplearning4j classes it contains the library org.datavec(ETL Library for Machine Learning - data pipelines, data munging and wrangling: https://github.com/deeplearning4j/DataVec) and org.nd4j (N-Dimensional Arrays for Java, Fast, Numerical Computing for Java : http://nd4j.org)
dk.kb.tensorflow.MyLabelImage - Labels a given image using a pre-trained Inception model (http://arxiv.org/abs/1512.00567). The run.sh script will download the model, and a picture of a strawberry, and labels it correctly as a strawberry with 94,42% likelihood
dk.kb.tensorflow.FrontBackClassifier - labels a picture or a list of pictures as either front or back using an existing model made in tensor flow python code
models/frontbackModel-tensorflow - contains a frontback model produced by CJEN. Can be used by the FrontBackClassifier
dk.kb.deeplearning4j.TrainFrontBackNetwork - Program to train a network to classify images as front or back. Could probably be used to train on other labelled materiale, but this hasn't been tested. The model is saved at the end, so it can be used by the UseModel program.
dk.kb-deeplearning4j.UseModel - Program to evaluate one or more pictures up against a model generated by TrainFrontBackNetwork
Install Tensor-flow using method on https://www.tensorflow.org/install/install_java Remember to download JNI packages for your platform
If you download the jni-files, and get warning: implausibly old time stamp 1970-01-01 01:00:0
Your platform are not supported by the tensorflow software. You will have link errors such as these, if you run the command ldd jni/*.so
jni/libtensorflow_framework.so:
jni/libtensorflow_framework.so: /lib64/libc.so.6: version `GLIBC_2.14' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /lib64/libc.so.6: version `GLIBC_2.17' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /lib64/libc.so.6: version `GLIBC_2.16' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.21' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.14' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.18' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.5' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.20' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.19' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.17' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.8' not found (required by jni/libtensorflow_framework.so)
jni/libtensorflow_framework.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.7' not found (required by jni/libtensorflow_framework.so)
linux-vdso.so.1 => (0x00007ffde1c5a000)
libdl.so.2 => /lib64/libdl.so.2 (0x00007f1c005d9000)
libm.so.6 => /lib64/libm.so.6 (0x00007f1c00354000)
libpthread.so.0 => /lib64/libpthread.so.0 (0x00007f1c00137000)
libstdc++.so.6 => /usr/lib64/libstdc++.so.6 (0x00007f1bffe31000)
libgcc_s.so.1 => /lib64/libgcc_s.so.1 (0x00007f1bffc1a000)
libc.so.6 => /lib64/libc.so.6 (0x00007f1bff886000)
/lib64/ld-linux-x86-64.so.2 (0x0000003a8cc00000)
jni/libtensorflow_jni.so:
jni/libtensorflow_jni.so: /lib64/libc.so.6: version `GLIBC_2.16' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /lib64/libc.so.6: version `GLIBC_2.14' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /lib64/libc.so.6: version `GLIBC_2.15' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.20' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.5' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.18' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.21' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.7' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.17' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.8' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.19' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.14' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.15' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /lib64/libm.so.6: version `GLIBC_2.23' not found (required by jni/libtensorflow_jni.so)
jni/libtensorflow_jni.so: /lib64/libc.so.6: version `GLIBC_2.14' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /lib64/libc.so.6: version `GLIBC_2.17' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /lib64/libc.so.6: version `GLIBC_2.16' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.21' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.14' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.18' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.5' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.20' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.19' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.17' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.8' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
jni/libtensorflow_jni.so: /usr/lib64/libstdc++.so.6: version `CXXABI_1.3.7' not found (required by /home/svc/devel/intelligence/jni/libtensorflow_framework.so)
linux-vdso.so.1 => (0x00007ffed01ce000)
libtensorflow_framework.so => /home/svc/devel/intelligence/jni/libtensorflow_framework.so (0x00007f14119ae000)
libdl.so.2 => /lib64/libdl.so.2 (0x00007f1411794000)
libpthread.so.0 => /lib64/libpthread.so.0 (0x00007f1411577000)
libm.so.6 => /lib64/libm.so.6 (0x00007f14112f3000)
librt.so.1 => /lib64/librt.so.1 (0x00007f14110ea000)
libstdc++.so.6 => /usr/lib64/libstdc++.so.6 (0x00007f1410de4000)
libgcc_s.so.1 => /lib64/libgcc_s.so.1 (0x00007f1410bce000)
libc.so.6 => /lib64/libc.so.6 (0x00007f1410839000)
/lib64/ld-linux-x86-64.so.2 (0x0000003a8cc00000)
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