cv小学dl三年级

1 编译错误➜ caffe git:(zxdev_mac) ✗ makeNo receipt for 'com.apple.pkg.CLTools_Executables' found at '/'./bin/sh: line 0: [: -gt: unary operator expected/bin/sh: line 0: [: -gt: unary operator expectedCXX src/caffe/data_transformer.cppIn file included fr

错误(base) ➜ caffe git:(zxdev_mac) makeNo receipt for 'com.apple.pkg.CLTools_Executables' found at '/'./bin/sh: line 0: [: -gt: unary operator expected/bin/sh: line 0: [: -gt: unary operator expectedPROTOC src/caffe/proto/caffe.protoCXX .build_release

问题/Users/zhangxin/github/caffe/src/caffe/layers/window_data_layer.cpp:293:42: error: use of undeclared identifier 'CV_LOAD_IMAGE_COLOR' cv_img = cv::imread(image.first, CV_LOAD_IMAGE_COLOR); ^1 error gener

问题PROTOC src/caffe/proto/caffe.protoCXX .build_release/src/caffe/proto/caffe.pb.ccIn file included from /usr/include/c++/5/mutex:35:0, from /usr/local/include/google/protobuf/stubs...

问题：fatal error: cublas_v2.h: No such file or directory安装CUDA，或者安装编译CPU版本# CPU-only switch (uncomment to build without GPU support).CPU_ONLY := 1

问题3root@ac8da840c10b:/data/zhangxin/github/caffe# make pyCXX/LD -o python/caffe/_caffe.so python/caffe/_caffe.cpppython/caffe/_caffe.cpp:10:31: fatal error: numpy/arrayobject.h: No such file or dir...

在Ubuntu 16.04上安装Caffe依赖软件时，出现问题：E: Unable to locate package libprotobuf-dev等等等解决办法：sudo apt updatesudo apt upgradeupdate和upgrade的区别：hat is the difference between apt-get update and upgrade?Y...

1 问题/usr/bin/ld:/usr/local/cuda/lib64/libcudnn.so: file format not recognized; treating as linker script/usr/bin/ld:/usr/local/cuda/lib64/libcudnn.so:1: syntax errorcollect2: error: ld returned 1 e...

1 问题/usr/include/boost/python/detail/wrap_python.hpp:50:23: fatal error: pyconfig.h: No such file or directorycompilation terminated.Makefile:591: recipe for target '.build_release/src/caffe/layer_...

1 问题提示cannot find -lopenblas2 解决安装openblassudo apt-get install libopenblas-dev或者安装其他blas包也可以。

1 问题编译都没有问题make -j8make pymake test -j8make runtest -j8然而在最后runtest时出现如下错误error while loading shared libraries: libcudart.so.9.0: cannot open shared object file: No such file or directoryMake...

1 问题在使用python时，import caffe提示ImportError: No module named skimage.io2 解决办法pip install scikit-image --user

1 问题ImportError: No module named google.protobuf.internal2 解决办法pip2 install protobuf --user

1 错误描述在执行make runtest -j8出现如下错误root@test02_tianv_1:~/github/caffe# make runtest -j8.build_release/tools/caffe.build_release/tools/caffe: error while loading shared libraries: libcudnn.so.7: can...

问题CXX/LD -o .build_release/tools/caffe.bin.build_release/lib/libcaffe.so：对‘cblas_sgemv’未定义的引用.build_release/lib/libcaffe.so：对‘cblas_dgemm’未定义的引用.build_release/lib/libcaffe.so：对‘cblas_sscal’未定义的引用...

问题LD -o .build_release/lib/libcaffe.so.1.0.0CXX tools/caffe.cppCXX tools/compute_image_mean.cppCXX tools/convert_imageset.cpp/usr/bin/ld: 找不到 -lcblas/usr/bin/ld: 找不到 -latlascollect2: error: ld ...

问题In file included from ./include/caffe/parallel.hpp:19:0, from ./include/caffe/caffe.hpp:13, from tools/caffe.cpp:15:./include/caffe/util/nccl.hpp:5:18: fatal erro...

问题：在做车系识别过程中，先用py-faster-rcnn检测物体位置，（py-faster-rcnn项目里有一个Caffe）。再用最新版本的caffe（caffe）训练（微调）一个分类器。现在想在一个程序里完成两步。都是调用 python接口，会出现如下错误：GPU mode[libprotobuf ERROR google/protobuf/text_format.cc:298] Error

Caffe 作为一个老牌的最早在工业上应用并效率较好的深度学习框架，在使用时可以非常简单。Caffe提供了命令行接口、C++接口、python接口等。可以在几乎不编写任何代码的情况下，完成数据转换、神经网络搭建、训练、测试等工作。当然你需要做的是去写或者改prototxt。这个笔记目的在于把Caffe当成一个黑盒的使用方法。 即使现在TensorFlow成为DL框架老大，Torch/MxNet/P

1 CNN训练初体验（使用几个命令来训练手写数字数据集）1.1 下载数据、转换数据格式设CAFFE_ROOT为caffe的安装路径。cd $CAFFE_ROOT./data/mnist/get_mnist.sh./examples/mnist/create_mnist.sh上述脚本中的内容完成的工作就是下载并转换数据，暂不做详细介绍。1.2 训练cd $

有时我们并不是需要分类结果，只要某一层的特征，作为 图像的特征表示。#encoding=utf8'''python2.7'''import numpy as npimport osimport argparseimport caffeimport sysimport pickleimport structimport sys,cv2caffe_root = '../'s...

训练时出现：loss一直是87.3365,accuracy一直是1解决办法调小学习率

iter_size :这个参数乘上你的train prototxt中的batch_size是你实际使用的batch size。 相当于读取batchsize*itersize个图像才做一下gradient decent。 这个参数可以规避由于gpu不足而导致的batchsize的限制 因为你可以用多个iteration做到很大的batch 即使单次batch有限参考资料：Caffe中的bat...

git clone https://github.com/NVIDIA/nccl.gitcd ncclsudo make install -j4sudo ldconfig

问题src/caffe/layers/hdf5_data_layer.cpp:13:18: fatal error: hdf5.h: No such file or directorycompilation terminated.Makefile:581: recipe for target '.build_release/src/caffe/layers/hdf5_data_layer.o...

问题：./include/caffe/util/db_lmdb.hpp:8:18: fatal error: lmdb.h: No such file or directorycompilation terminated.Makefile:591: recipe for target '.build_release/src/caffe/util/db.o' failedmake: *** ...

问题NVCC src/caffe/layers/absval_layer.cunvcc fatal : Unsupported gpu architecture 'compute_20'Makefile:604: recipe for target '.build_release/cuda/src/caffe/layers/absval_layer.o' failedmake: ***...

问题PROTOC src/caffe/proto/caffe.protoCXX .build_release/src/caffe/proto/caffe.pb.ccCXX src/caffe/blob.cppIn file included from ./include/caffe/blob.hpp:8:0, from src/caffe/blob.cpp...

问题AR -o .build_release/lib/libcaffe.aLD -o .build_release/lib/libcaffe.so.1.0.0/usr/bin/ld: cannot find -lhdf5_hl/usr/bin/ld: cannot find -lhdf5collect2: error: ld returned 1 exit statusMakefil...

问题3root@ac8da840c10b:/data/zhangxin/github/caffe# make pyCXX/LD -o python/caffe/_caffe.so python/caffe/_caffe.cpppython/caffe/_caffe.cpp:10:31: fatal error: numpy/arrayobject.h: No such file or dir...

Caffe 提供的 python 接口是使用 scikit-image 作为图像处理库的, 其速度比 OpenCV 差了非常多. 比如 Resize速度比较可参照faster_rcnn与ssd算法对比。 如果想速度更快, 可以使用 OpenCV 来做图像处理, 比如用 cv2.imread()来加载图片, 当然与 Caffe.io.load_image 加载图像有所区别, 转换方法非常简单示例代