{"id":51425,"date":"2024-10-08T18:30:15","date_gmt":"2024-10-08T10:30:15","guid":{"rendered":"https:\/\/server.hk\/cnblog\/51425\/"},"modified":"2024-11-14T10:43:18","modified_gmt":"2024-11-14T02:43:18","slug":"ubuntu-16-04-%e5%ae%89%e8%a3%9d-tensorflow-opencv-openslide-%e6%90%9c%e7%8b%97%e8%bc%b8%e5%85%a5%e6%b3%95","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/51425\/","title":{"rendered":"Ubuntu 16.04 \u5b89\u88dd TensorFlow + OpenCV + OpenSlide + \u641c\u72d7\u8f38\u5165\u6cd5"},"content":{"rendered":"<h1 id=\"ubuntu-16-04-%e5%ae%89%e8%a3%9d-tensorflow-opencv-openslide-%e6%90%9c%e7%8b%97%e8%bc%b8%e5%85%a5%e6%b3%95-lhfFvWaBIx\">Ubuntu 16.04 \u5b89\u88dd TensorFlow + OpenCV + OpenSlide + \u641c\u72d7\u8f38\u5165\u6cd5<\/h1>\n<p>\u5728\u7576\u4eca\u7684\u6578\u64da\u79d1\u5b78\u548c\u6a5f\u5668\u5b78\u7fd2\u9818\u57df\uff0cTensorFlow \u548c OpenCV \u662f\u5169\u500b\u975e\u5e38\u91cd\u8981\u7684\u5de5\u5177\u3002TensorFlow \u662f\u4e00\u500b\u958b\u6e90\u7684\u6a5f\u5668\u5b78\u7fd2\u6846\u67b6\uff0c\u800c OpenCV \u5247\u662f\u4e00\u500b\u5f37\u5927\u7684\u8a08\u7b97\u6a5f\u8996\u89ba\u5eab\u3002OpenSlide \u662f\u4e00\u500b\u7528\u65bc\u8655\u7406\u6578\u5b57\u75c5\u7406\u5b78\u5716\u50cf\u7684\u5eab\uff0c\u641c\u72d7\u8f38\u5165\u6cd5\u5247\u662f\u63d0\u9ad8\u4e2d\u6587\u8f38\u5165\u6548\u7387\u7684\u5de5\u5177\u3002\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u5728 Ubuntu 16.04 \u4e0a\u5b89\u88dd\u9019\u4e9b\u5de5\u5177\u3002<\/p>\n<h2 id=\"%e5%89%8d%e6%9c%9f%e6%ba%96%e5%82%99-lhfFvWaBIx\">\u524d\u671f\u6e96\u5099<\/h2>\n<p>\u5728\u958b\u59cb\u5b89\u88dd\u4e4b\u524d\uff0c\u78ba\u4fdd\u4f60\u7684\u7cfb\u7d71\u5df2\u7d93\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u4f86\u66f4\u65b0\u7cfb\u7d71\uff1a<\/p>\n<pre><code>sudo apt-get update\nsudo apt-get upgrade<\/code><\/pre>\n<h2 id=\"%e5%ae%89%e8%a3%9d-tensorflow-lhfFvWaBIx\">\u5b89\u88dd TensorFlow<\/h2>\n<p>TensorFlow \u53ef\u4ee5\u901a\u904e pip \u5b89\u88dd\u3002\u9996\u5148\uff0c\u78ba\u4fdd\u4f60\u5df2\u7d93\u5b89\u88dd\u4e86 Python \u548c pip\u3002\u5982\u679c\u5c1a\u672a\u5b89\u88dd\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>sudo apt-get install python3-pip python3-dev<\/code><\/pre>\n<p>\u63a5\u4e0b\u4f86\uff0c\u4f7f\u7528 pip \u5b89\u88dd TensorFlow\uff1a<\/p>\n<pre><code>pip3 install tensorflow<\/code><\/pre>\n<p>\u5b89\u88dd\u5b8c\u6210\u5f8c\uff0c\u53ef\u4ee5\u901a\u904e\u4ee5\u4e0b\u547d\u4ee4\u6aa2\u67e5 TensorFlow \u662f\u5426\u5b89\u88dd\u6210\u529f\uff1a<\/p>\n<pre><code>python3 -c \"import tensorflow as tf; print(tf.__version__)\"<\/code><\/pre>\n<h2 id=\"%e5%ae%89%e8%a3%9d-opencv-lhfFvWaBIx\">\u5b89\u88dd OpenCV<\/h2>\n<p>OpenCV \u7684\u5b89\u88dd\u76f8\u5c0d\u8907\u96dc\u4e00\u4e9b\uff0c\u56e0\u70ba\u9700\u8981\u7de8\u8b6f\u6e90\u78bc\u3002\u9996\u5148\uff0c\u5b89\u88dd\u5fc5\u8981\u7684\u4f9d\u8cf4\u9805\uff1a<\/p>\n<pre><code>sudo apt-get install build-essential cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev\nsudo apt-get install libjpeg-dev libpng-dev libtiff-dev\nsudo apt-get install libatlas-base-dev gfortran\nsudo apt-get install python3-numpy<\/code><\/pre>\n<p>\u63a5\u4e0b\u4f86\uff0c\u5f9e GitHub \u4e0b\u8f09 OpenCV \u7684\u6e90\u78bc\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/opencv\/opencv.git\ncd opencv\nmkdir build\ncd build\ncmake -D CMAKE_BUILD_TYPE=Release -D CMAKE_INSTALL_PREFIX=\/usr\/local ..\nmake -j4\nsudo make install<\/code><\/pre>\n<p>\u5b89\u88dd\u5b8c\u6210\u5f8c\uff0c\u53ef\u4ee5\u901a\u904e\u4ee5\u4e0b\u547d\u4ee4\u6aa2\u67e5 OpenCV \u662f\u5426\u5b89\u88dd\u6210\u529f\uff1a<\/p>\n<pre><code>python3 -c \"import cv2; print(cv2.__version__)\"<\/code><\/pre>\n<h2 id=\"%e5%ae%89%e8%a3%9d-openslide-lhfFvWaBIx\">\u5b89\u88dd OpenSlide<\/h2>\n<p>OpenSlide \u7684\u5b89\u88dd\u4e5f\u9700\u8981\u4e00\u4e9b\u4f9d\u8cf4\u9805\u3002\u9996\u5148\uff0c\u5b89\u88dd\u5fc5\u8981\u7684\u5eab\uff1a<\/p>\n<pre><code>sudo apt-get install openslide-tools libopenslide0 libopenslide-dev<\/code><\/pre>\n<p>\u63a5\u4e0b\u4f86\uff0c\u4f7f\u7528 pip \u5b89\u88dd Python \u7684 OpenSlide \u5305\uff1a<\/p>\n<pre><code>pip3 install openslide-python<\/code><\/pre>\n<p>\u5b89\u88dd\u5b8c\u6210\u5f8c\uff0c\u53ef\u4ee5\u901a\u904e\u4ee5\u4e0b\u547d\u4ee4\u6aa2\u67e5 OpenSlide \u662f\u5426\u5b89\u88dd\u6210\u529f\uff1a<\/p>\n<pre><code>python3 -c \"import openslide; print(openslide.__version__)\"<\/code><\/pre>\n<h2 id=\"%e5%ae%89%e8%a3%9d%e6%90%9c%e7%8b%97%e8%bc%b8%e5%85%a5%e6%b3%95-lhfFvWaBIx\">\u5b89\u88dd\u641c\u72d7\u8f38\u5165\u6cd5<\/h2>\n<p>\u641c\u72d7\u8f38\u5165\u6cd5\u7684\u5b89\u88dd\u76f8\u5c0d\u7c21\u55ae\u3002\u9996\u5148\uff0c\u4e0b\u8f09\u641c\u72d7\u8f38\u5165\u6cd5\u7684\u5b89\u88dd\u5305\uff1a<\/p>\n<pre><code>wget https:\/\/pinyin.sogou.com\/linux\/download.php?package=sogoupinyin_2.1.0.0016_amd64.deb<\/code><\/pre>\n<p>\u7136\u5f8c\uff0c\u4f7f\u7528 dpkg \u5b89\u88dd\uff1a<\/p>\n<pre><code>sudo dpkg -i sogoupinyin_2.1.0.0016_amd64.deb<\/code><\/pre>\n<p>\u5982\u679c\u51fa\u73fe\u4f9d\u8cf4\u554f\u984c\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u4fee\u5fa9\uff1a<\/p>\n<pre><code>sudo apt-get install -f<\/code><\/pre>\n<h2 id=\"%e7%b8%bd%e7%b5%90-lhfFvWaBIx\">\u7e3d\u7d50<\/h2>\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u5011\u4ecb\u7d39\u4e86\u5982\u4f55\u5728 Ubuntu 16.04 \u4e0a\u5b89\u88dd TensorFlow\u3001OpenCV\u3001OpenSlide \u548c\u641c\u72d7\u8f38\u5165\u6cd5\u3002\u9019\u4e9b\u5de5\u5177\u5728\u6578\u64da\u79d1\u5b78\u548c\u8a08\u7b97\u6a5f\u8996\u89ba\u9818\u57df\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u80fd\u5920\u5e6b\u52a9\u7528\u6236\u66f4\u9ad8\u6548\u5730\u9032\u884c\u958b\u767c\u548c\u7814\u7a76\u3002\u5982\u679c\u4f60\u9700\u8981\u7a69\u5b9a\u7684\u74b0\u5883\u4f86\u904b\u884c\u9019\u4e9b\u5de5\u5177\uff0c\u53ef\u4ee5\u8003\u616e\u4f7f\u7528 <a href=\"https:\/\/server.hk\">\u9999\u6e2fVPS<\/a> \u670d\u52d9\uff0c\u9019\u6a23\u53ef\u4ee5\u78ba\u4fdd\u4f60\u7684\u61c9\u7528\u7a0b\u5e8f\u5728\u9ad8\u6548\u7684\u4f3a\u670d\u5668\u4e0a\u904b\u884c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn how to install TensorFlow, OpenCV, OpenSlide, and Sogou Input Method on Ubuntu 16.04 with this comprehensive guide.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4924],"tags":[],"class_list":["post-51425","post","type-post","status-publish","format-standard","hentry","category-setup-tutorials"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/51425","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=51425"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/51425\/revisions"}],"predecessor-version":[{"id":51426,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/51425\/revisions\/51426"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=51425"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=51425"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=51425"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}