OpenCV 4.10 CUDA\u5bfe\u5fdc\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806<\/title>\n <style>\n body { font-family: \"Noto Sans JP\", sans-serif; line-height: 1.8; }\n code, pre { background: #f0f0f0; padding: 0.5em; display: block; }\n h2 { border-bottom: 2px solid #444; margin-top: 2em; }\n <\/style>\n<\/head>\n<body>\n\n<h2>\u6bce\u56de\u9762\u5012\u306a\u8a2d\u5b9a\u306a\u306e\u3067\u3001\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002<\/h2><h2>\u2705 \u4e8b\u524d\u6761\u4ef6\uff08\u672c\u4ef6\u672a\u30c1\u30a7\u30c3\u30af\u306e\u90e8\u5206\u304c\u3042\u308a\u307e\u3059\uff09<\/h2>\n<ul>\n <li>Ubuntu 22.04 LTS<\/li>\n <li>CUDA 12.3\uff08<code>nvcc --version<\/code> \u3067\u78ba\u8a8d\uff09<\/li>\n <li>Python 3.10<\/li>\n <li>cmake-gui\uff08GUI\u3067\u8a2d\u5b9a\uff09<\/li>\n<\/ul>\n\n<h2>1. \u5fc5\u8981\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<pre><code>sudo apt update\nsudo apt install -y build-essential cmake cmake-gui git pkg-config \\\n libgtk-3-dev libavcodec-dev libavformat-dev libswscale-dev \\\n libv4l-dev libxvidcore-dev libx264-dev libjpeg-dev libpng-dev \\\n libtiff-dev gfortran openexr libatlas-base-dev python3-dev python3-numpy \\\n libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev libgstreamer1.0-dev \\\n libgstreamer-plugins-base1.0-dev libprotobuf-dev protobuf-compiler \\\n libgoogle-glog-dev libgflags-dev libgphoto2-dev libeigen3-dev libhdf5-dev \\\n doxygen qtbase5-dev\n<\/code><\/pre>\n\n<h2>2. OpenCV + Contrib \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h2>\n<pre><code>cd ~\ngit clone https:\/\/github.com\/opencv\/opencv.git\ncd opencv\ngit checkout 4.10.0\n\ncd ~\ngit clone https:\/\/github.com\/opencv\/opencv_contrib.git\ncd opencv_contrib\ngit checkout 4.10.0\n<\/code><\/pre>\n\n<h2>3. \u30d3\u30eb\u30c9\u7528\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u4f5c\u6210<\/h2>\n<pre><code>cd ~\/opencv\nmkdir build\ncd build\n<\/code><\/pre>\n\n<h2>4. cmake-gui \u8a2d\u5b9a<\/h2>\n<pre><code>cmake-gui\n<\/code><\/pre>\n\n<ul>\n <li><b>Where is the source code:<\/b> <code>\/home\/\u30e6\u30fc\u30b6\u30fc\u540d\/opencv<\/code><\/li>\n <li><b>Where to build the binaries:<\/b> <code>\/home\/\u30e6\u30fc\u30b6\u30fc\u540d\/opencv\/build<\/code><\/li>\n<\/ul>\n\n<h3>\u300cConfigure\u300d\u5f8c\u306b\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\u9805\u76ee<\/h3>\n<ul>\n <li>WITH_CUDA = ON<\/li>\n <li>OPENCV_EXTRA_MODULES_PATH = <code>\/home\/\u30e6\u30fc\u30b6\u30fc\u540d\/opencv_contrib\/modules<\/code><\/li>\n <li>ENABLE_FAST_MATH = ON \/ CUDA_FAST_MATH = ON<\/li>\n <li>WITH_QT = ON<\/li>\n <li>WITH_OPENGL = ON<\/li>\n <li>BUILD_opencv_python3 = ON<\/li>\n <li>Python3_EXECUTABLE, LIBRARY, INCLUDE_DIR \u304c 3.10 \u306b\u5411\u3044\u3066\u3044\u308b\u304b\u78ba\u8a8d<\/li>\n <li>BUILD_PACKAGE = ON\uff08<code>opencv4.pc<\/code> \u306a\u3069 pkg-config \u306b\u5bfe\u5fdc\uff09<\/li>\n<\/ul>\n\n<h2>5. make & install<\/h2>\n<pre><code>make -j$(nproc)\nsudo make install\nsudo ldconfig\n<\/code><\/pre>\n\n<h2>6. Python\u304b\u3089\u78ba\u8a8d<\/h2>\n<pre><code>python3 -c \"import cv2; print(cv2.getBuildInformation())\"\n<\/code><\/pre>\n\n<p><code>CUDA: YES<\/code>\u3001<code>Extra modules:<\/code> \u306b\u76ee\u7684\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u3042\u308c\u3070\u6210\u529f\u3002<\/p>\n\n<h2>7. \u30c8\u30e9\u30d6\u30eb\u5bfe\u51e6<\/h2>\n<ul>\n <li><b>CUDA not found:<\/b> CUDA_PATH \u306e\u8aa4\u308a\u3001\u74b0\u5883\u5909\u6570 <code>LD_LIBRARY_PATH<\/code> \u3092\u78ba\u8a8d<\/li>\n <li><b>Python\u30d0\u30fc\u30b8\u30e7\u30f3\u9055\u3044:<\/b> <code>Python3_EXECUTABLE<\/code> \u306b 3.10 \u3092\u660e\u793a<\/li>\n <li><b>pkg-config\u3067opencv4.pc\u304c\u898b\u3064\u304b\u3089\u306a\u3044:<\/b> <code>BUILD_PACKAGE=ON<\/code> \u3092\u6709\u52b9\u306b\u3057\u3066\u518d\u30d3\u30eb\u30c9<\/li>\n<\/ul>\n\n<h2>8. \u30b7\u30a7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u5316\u306e\u30d2\u30f3\u30c8<\/h2>\n<p><b>cmake-gui<\/b> \u306f\u5bfe\u8a71\u5f62\u5f0f\u306e\u305f\u3081\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u4ee3\u308f\u308a\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b CMake \u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067\u5b9f\u73fe\u53ef\u80fd\uff1a<\/p>\n\n<pre><code>#!\/bin\/bash\nset -e\n\nOPENCV_VERSION=\"4.10.0\"\nCUDA_PATH=\"\/usr\/local\/cuda-12.3\"\nPYTHON_EXEC=$(which python3.10)\nPYTHON_INCLUDE=$(python3.10 -c \"from sysconfig import get_paths; print(get_paths()['include'])\")\nPYTHON_LIB=$(python3.10 -c \"import sysconfig; print(sysconfig.get_config_var('LIBDIR'))\")\n\ncd ~\ngit clone https:\/\/github.com\/opencv\/opencv.git\ngit clone https:\/\/github.com\/opencv\/opencv_contrib.git\ncd opencv\ngit checkout $OPENCV_VERSION\ncd ..\/opencv_contrib\ngit checkout $OPENCV_VERSION\n\nmkdir -p ~\/opencv\/build\ncd ~\/opencv\/build\n\ncmake -D CMAKE_BUILD_TYPE=RELEASE \\\n -D CMAKE_INSTALL_PREFIX=\/usr\/local \\\n -D WITH_CUDA=ON \\\n -D ENABLE_FAST_MATH=ON \\\n -D CUDA_FAST_MATH=ON \\\n -D WITH_CUBLAS=ON \\\n -D WITH_QT=ON \\\n -D WITH_OPENGL=ON \\\n -D OPENCV_EXTRA_MODULES_PATH=~\/opencv_contrib\/modules \\\n -D BUILD_opencv_python3=ON \\\n -D BUILD_PACKAGE=ON \\\n -D PYTHON3_EXECUTABLE=$PYTHON_EXEC \\\n -D PYTHON3_INCLUDE_DIR=$PYTHON_INCLUDE \\\n -D PYTHON3_LIBRARY=$PYTHON_LIB\/libpython3.10.so \\\n -D BUILD_EXAMPLES=OFF ..\n\nmake -j$(nproc)\nsudo make install\nsudo ldconfig\n<\/code><\/pre>\n\n<p>\u3053\u308c\u3092 <code>install_opencv.sh<\/code> \u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u5b9f\u884c\u6a29\u9650\u3092\u4ed8\u4e0e\u3057\u3066\u304b\u3089\u5b9f\u884c\uff1a<\/p>\n<pre><code>chmod +x install_opencv.sh\n.\/install_opencv.sh\n<\/code><\/pre>\n\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>OpenCV 4.10 CUDA\u5bfe\u5fdc\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806 \u6bce\u56de\u9762\u5012\u306a\u8a2d\u5b9a\u306a\u306e\u3067\u3001\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002 \u2705 \u4e8b\u524d\u6761\u4ef6\uff08\u672c\u4ef6\u672a\u30c1\u30a7\u30c3\u30af\u306e\u90e8\u5206\u304c\u3042\u308a\u307e\u3059\uff09 Ubuntu 22.04 LTS CUDA 12.3\uff08nvcc –vers 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\u201d\u77e5\u201d\uff08\u30c7\u30b8\u30bf\u30eb\u6280\u8853\uff09\u3092\u3001\u3082\u3063\u3068\u8eab\u8fd1\u306b"},"aioseo_meta_data":{"post_id":"1563","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"Article","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":{"faqs":[],"keyPoints":[],"titles":[],"descriptions":[],"socialPosts":{"email":[],"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"created":"2025-07-25 02:25:40","updated":"2025-07-25 02:41:37","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/beeknowledge.co.jp\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">»<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/beeknowledge.co.jp\/?cat=6\" title=\"\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">»<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tOpenCV 4.10 + CUDA 12.3 + Python3.10 + Extra Modules Ubuntu 22.04 \u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30ac\u30a4\u30c9\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/beeknowledge.co.jp"},{"label":"\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0","link":"https:\/\/beeknowledge.co.jp\/?cat=6"},{"label":"OpenCV 4.10 + CUDA 12.3 + Python3.10 + Extra Modules Ubuntu 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{"id":1563,"date":"2025-07-25T11:29:32","date_gmt":"2025-07-25T02:29:32","guid":{"rendered":"https:\/\/beeknowledge.co.jp\/?p=1563"},"modified":"2025-07-25T11:29:34","modified_gmt":"2025-07-25T02:29:34","slug":"opencv-4-10-cuda-12-3-python3-10-extra-modules-ubuntu-22-04-%e3%82%bb%e3%83%83%e3%83%88%e3%82%a2%e3%83%83%e3%83%97%e3%82%ac%e3%82%a4%e3%83%89","status":"publish","type":"post","link":"https:\/\/beeknowledge.co.jp\/?p=1563","title":{"rendered":"OpenCV 4.10 + CUDA 12.3 + Python3.10 + Extra Modules Ubuntu 22.04 \u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30ac\u30a4\u30c9"},"content":{"rendered":"\n\n\n\n \n OpenCV 4.10 CUDA\u5bfe\u5fdc\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806<\/title>\n <style>\n body { font-family: \"Noto Sans JP\", sans-serif; line-height: 1.8; }\n code, pre { background: #f0f0f0; padding: 0.5em; display: block; }\n h2 { border-bottom: 2px solid #444; margin-top: 2em; }\n <\/style>\n<\/head>\n<body>\n\n<h2>\u6bce\u56de\u9762\u5012\u306a\u8a2d\u5b9a\u306a\u306e\u3067\u3001\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002<\/h2><h2>\u2705 \u4e8b\u524d\u6761\u4ef6\uff08\u672c\u4ef6\u672a\u30c1\u30a7\u30c3\u30af\u306e\u90e8\u5206\u304c\u3042\u308a\u307e\u3059\uff09<\/h2>\n<ul>\n <li>Ubuntu 22.04 LTS<\/li>\n <li>CUDA 12.3\uff08<code>nvcc --version<\/code> \u3067\u78ba\u8a8d\uff09<\/li>\n <li>Python 3.10<\/li>\n <li>cmake-gui\uff08GUI\u3067\u8a2d\u5b9a\uff09<\/li>\n<\/ul>\n\n<h2>1. \u5fc5\u8981\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<pre><code>sudo apt update\nsudo apt install -y build-essential cmake cmake-gui git pkg-config \\\n libgtk-3-dev libavcodec-dev libavformat-dev libswscale-dev \\\n libv4l-dev libxvidcore-dev libx264-dev libjpeg-dev libpng-dev \\\n libtiff-dev gfortran openexr libatlas-base-dev python3-dev python3-numpy \\\n libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev libgstreamer1.0-dev \\\n libgstreamer-plugins-base1.0-dev libprotobuf-dev protobuf-compiler \\\n libgoogle-glog-dev libgflags-dev libgphoto2-dev libeigen3-dev libhdf5-dev \\\n doxygen qtbase5-dev\n<\/code><\/pre>\n\n<h2>2. OpenCV + Contrib \u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h2>\n<pre><code>cd ~\ngit clone https:\/\/github.com\/opencv\/opencv.git\ncd opencv\ngit checkout 4.10.0\n\ncd ~\ngit clone https:\/\/github.com\/opencv\/opencv_contrib.git\ncd opencv_contrib\ngit checkout 4.10.0\n<\/code><\/pre>\n\n<h2>3. \u30d3\u30eb\u30c9\u7528\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u4f5c\u6210<\/h2>\n<pre><code>cd ~\/opencv\nmkdir build\ncd build\n<\/code><\/pre>\n\n<h2>4. cmake-gui \u8a2d\u5b9a<\/h2>\n<pre><code>cmake-gui\n<\/code><\/pre>\n\n<ul>\n <li><b>Where is the source code:<\/b> <code>\/home\/\u30e6\u30fc\u30b6\u30fc\u540d\/opencv<\/code><\/li>\n <li><b>Where to build the binaries:<\/b> <code>\/home\/\u30e6\u30fc\u30b6\u30fc\u540d\/opencv\/build<\/code><\/li>\n<\/ul>\n\n<h3>\u300cConfigure\u300d\u5f8c\u306b\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\u9805\u76ee<\/h3>\n<ul>\n <li>WITH_CUDA = ON<\/li>\n <li>OPENCV_EXTRA_MODULES_PATH = <code>\/home\/\u30e6\u30fc\u30b6\u30fc\u540d\/opencv_contrib\/modules<\/code><\/li>\n <li>ENABLE_FAST_MATH = ON \/ CUDA_FAST_MATH = ON<\/li>\n <li>WITH_QT = ON<\/li>\n <li>WITH_OPENGL = ON<\/li>\n <li>BUILD_opencv_python3 = ON<\/li>\n <li>Python3_EXECUTABLE, LIBRARY, INCLUDE_DIR \u304c 3.10 \u306b\u5411\u3044\u3066\u3044\u308b\u304b\u78ba\u8a8d<\/li>\n <li>BUILD_PACKAGE = ON\uff08<code>opencv4.pc<\/code> \u306a\u3069 pkg-config \u306b\u5bfe\u5fdc\uff09<\/li>\n<\/ul>\n\n<h2>5. make & install<\/h2>\n<pre><code>make -j$(nproc)\nsudo make install\nsudo ldconfig\n<\/code><\/pre>\n\n<h2>6. Python\u304b\u3089\u78ba\u8a8d<\/h2>\n<pre><code>python3 -c \"import cv2; print(cv2.getBuildInformation())\"\n<\/code><\/pre>\n\n<p><code>CUDA: YES<\/code>\u3001<code>Extra modules:<\/code> \u306b\u76ee\u7684\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u3042\u308c\u3070\u6210\u529f\u3002<\/p>\n\n<h2>7. \u30c8\u30e9\u30d6\u30eb\u5bfe\u51e6<\/h2>\n<ul>\n <li><b>CUDA not found:<\/b> CUDA_PATH \u306e\u8aa4\u308a\u3001\u74b0\u5883\u5909\u6570 <code>LD_LIBRARY_PATH<\/code> \u3092\u78ba\u8a8d<\/li>\n <li><b>Python\u30d0\u30fc\u30b8\u30e7\u30f3\u9055\u3044:<\/b> <code>Python3_EXECUTABLE<\/code> \u306b 3.10 \u3092\u660e\u793a<\/li>\n <li><b>pkg-config\u3067opencv4.pc\u304c\u898b\u3064\u304b\u3089\u306a\u3044:<\/b> <code>BUILD_PACKAGE=ON<\/code> \u3092\u6709\u52b9\u306b\u3057\u3066\u518d\u30d3\u30eb\u30c9<\/li>\n<\/ul>\n\n<h2>8. \u30b7\u30a7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u5316\u306e\u30d2\u30f3\u30c8<\/h2>\n<p><b>cmake-gui<\/b> \u306f\u5bfe\u8a71\u5f62\u5f0f\u306e\u305f\u3081\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u4ee3\u308f\u308a\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b CMake \u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067\u5b9f\u73fe\u53ef\u80fd\uff1a<\/p>\n\n<pre><code>#!\/bin\/bash\nset -e\n\nOPENCV_VERSION=\"4.10.0\"\nCUDA_PATH=\"\/usr\/local\/cuda-12.3\"\nPYTHON_EXEC=$(which python3.10)\nPYTHON_INCLUDE=$(python3.10 -c \"from sysconfig import get_paths; print(get_paths()['include'])\")\nPYTHON_LIB=$(python3.10 -c \"import sysconfig; print(sysconfig.get_config_var('LIBDIR'))\")\n\ncd ~\ngit clone https:\/\/github.com\/opencv\/opencv.git\ngit clone https:\/\/github.com\/opencv\/opencv_contrib.git\ncd opencv\ngit checkout $OPENCV_VERSION\ncd ..\/opencv_contrib\ngit checkout $OPENCV_VERSION\n\nmkdir -p ~\/opencv\/build\ncd ~\/opencv\/build\n\ncmake -D CMAKE_BUILD_TYPE=RELEASE \\\n -D CMAKE_INSTALL_PREFIX=\/usr\/local \\\n -D WITH_CUDA=ON \\\n -D ENABLE_FAST_MATH=ON \\\n -D CUDA_FAST_MATH=ON \\\n -D WITH_CUBLAS=ON \\\n -D WITH_QT=ON \\\n -D WITH_OPENGL=ON \\\n -D OPENCV_EXTRA_MODULES_PATH=~\/opencv_contrib\/modules \\\n -D BUILD_opencv_python3=ON \\\n -D BUILD_PACKAGE=ON \\\n -D PYTHON3_EXECUTABLE=$PYTHON_EXEC \\\n -D PYTHON3_INCLUDE_DIR=$PYTHON_INCLUDE \\\n -D PYTHON3_LIBRARY=$PYTHON_LIB\/libpython3.10.so \\\n -D BUILD_EXAMPLES=OFF ..\n\nmake -j$(nproc)\nsudo make install\nsudo ldconfig\n<\/code><\/pre>\n\n<p>\u3053\u308c\u3092 <code>install_opencv.sh<\/code> \u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u5b9f\u884c\u6a29\u9650\u3092\u4ed8\u4e0e\u3057\u3066\u304b\u3089\u5b9f\u884c\uff1a<\/p>\n<pre><code>chmod +x install_opencv.sh\n.\/install_opencv.sh\n<\/code><\/pre>\n\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>OpenCV 4.10 CUDA\u5bfe\u5fdc\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806 \u6bce\u56de\u9762\u5012\u306a\u8a2d\u5b9a\u306a\u306e\u3067\u3001\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002 \u2705 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