Cmake darknet - You can also set CUDA_ARCHITECTURES which is passed to libdarknet's cmake.

 
Connect and share knowledge within a single location that is structured and easy to search. . Cmake darknet

It is fast, easy to install, and supports CPU and. GPU 기반 모델 추론을 지원하기 위해 CMake 툴을 이용. T hen, let’s install CUDA and cuDNN. Oct 4, 2020 · catkin_make -DCMAKE_BUILD_TYPE=Release · Issue #266 · leggedrobotics/darknet_ros · GitHub Skip to content Product Solutions Open Source Pricing Sign in Sign up leggedrobotics / darknet_ros Public Notifications Fork 1k Star 1.  · It says: CMake Error: The source directory “/Users/biancacaproni/build” does not appear to contain CMakeLists. CMake 编译 运行CMake-gui 然后点击下面的Configure,选择对应的vs版本。 点击Finish,等待配置完成。 注意查看下,里面opencv、cuda编译器等相关配置是否可以正常加载,一般正确找到的,上面启用框都会勾选。 然后点击Generate生产vs项目。 可点击open Project,打开项目。 打开之后Release,x64,然后重新生成解决方案即可。 生成时底部输出窗口会打印相关信息,确保最后显示无失败的项目,若有错误,再根据错误具体解决。 到这里,环境就算搭建完成,解决下检测个图片试试效果。 进入cmkae设置的输出目录下的Release目录下,. 4出来之前,通过编译darknet来推理yolov4训练出来的模型,精度还行,但是速度太慢(cpu),只能在GPU下加速才能有不错的FPS值。话不多说,我们来对比一下使用darknet原生推理速度和使用opencv-python 4. in json_mjpeg_streams. txt Go to file Cannot retrieve contributors at this time 282 lines (244 sloc) 8. Login to your NVIDIA Developer account. Darknet is an open-source neural network framework and is written in C and CUDA. Method 2 however, i. 4.OPENCV導入; 【重要】各種環境変数; AlexeyAB Darknet YOLO ビルド . in json_mjpeg_streams. CUDA 11. Training the network The project directory should now have a large number of new files: There are two files in particular I'd like to point out: send_files_to_gpu_rig. cmake download를 검색하여 다운로드 사이트로 이동합니다. 1) project (darknet_ros) # Set c++11 cmake flags set (CMAKE_CXX_STANDARD 11). 2 CUDNN version cudnn-10. This will. A major reason it is used widely is that it is highly accurate and very fast. Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. exe 文件; VC++ 目录 → 包含目录: C:\Program Files\opencv\build\include\opencv2 C:\Program Files\opencv\build\include VC++ 目录 → 库目录:. May 11, 2020 · 1 You need to have both the "development" and "Visual Studio Integration" components installed. 2 days ago · Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. Darknet 설치하기(cmake, opencv, cuda, cudnn) - 우분투 16. com/AlexeyAB/darknet cmakeを行う 先ほどcloneしたdarknetフォルダの中にあるbuildの中に移動し、cmakeを行ってください。 以下コード。 cd build cmake. 1 You need to have both the "development" and "Visual Studio Integration" components installed.  · If i set CMake generator to “Visual Studio 16 2019 Win64” CMake cache generation succeeds and i’m able to build and run. OpenCVビルドした時の記事 https://matsudamper. DarkHelp performs the following: load a Darknet -style neural network (. Select a Build Preset The dropdown list on the right indicates the active Build Preset. txt Go to file Cannot retrieve contributors at this time 282 lines (244 sloc) 8. Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. cmake Copy-Item Release\ *. Method 2 however, i. 1, 平台工具集为 v140 2. Log In My Account tb. with LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib or LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/share. Matterport API Reference Doc. T hen, let’s install CUDA and cuDNN. ) Also, we have our own APT repository. The DarkHelp C++ API is a wrapper to make it easier to use the Darknet neural network framework within a C++ application. 을 사용해 Yolov4-Tiny 모델을 입력비디오에 적용하 경우. sh file, run it with /bin/sh and follow the directions. 다만 C++빌드를 위해서 비주얼스튜디오를 설치하고 환경변수 잡고 Cmake 다루고 등등 신경 . Probably I’m missing something I tried this on a variety of systems, windows and linux with CMake 3. Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. I'm using Visual Studio 15 2017 and x64 for the configuration and it does not work,. Cmake darknet. 三、编译darknet clone项目 首先clone AlexeyAB 的仓库git clone github. 4, pthreads is already added as a dependency to darknet. com/AlexeyAB/darknet cmakeを行う 先ほどcloneしたdarknetフォルダの中にあるbuildの中に移動し、cmakeを行ってください。 以下コード。 cd build cmake. Cmake darknet. cmd - initialization with 194 MB VOC-model, play video from Web-Camera number #0; darknet_coco_9000. Login to your NVIDIA Developer account. cmake를 다시 열어 test관련 빌드를 제거하고 다시 빌드 진행하여 빌드에 성공했다. cg js.  · Note that darknet is quite picky: you cannot have comments nor blank lines in this file. stubhub bengals 2022. cmake, Add the installation prefix of "OpenCV" to CMAKE_PREFIX_PATH or set "OpenCV_DIR" to a directory containing one of the above files. ndkbuild与cmake 在 Android 项目中使用 jni 有两种编译方案,一种是传统的ndkbuild,一种是当前推荐使用的 cmake; 如果在创建项目的时候选择了 include C++ support 则会创建包含 cmake 的项目模板; 两者均是生成 so 包; 编译方式 gradle 对两种编译方式进行了统一;只需要在. darknet detector demo data cfg weights test_video. gz files are gziped tar files of the install tree. Asking for help, clarification, or responding to other answers. Feb 2, 2023 · 在opencv4. Feb 2, 2023 · 在opencv4. First, clean up everything: make clean. sift implementation python github. 2 PATH set as instructed CUDNN files copied into respective bin, include, and lib folders. Method 2 however, i. sln)을 빌드해야한다. build-essential : c/c++ 컴파일러와 관련 라이브러리, make 같은 도구들이 포함된다. Open CMakeSettings. darknet 환경설정과 같이 해주면 될 것 같기에. Login to your NVIDIA Developer account. Then, open the Makefile in your favourite editor. weights) run inference on images -- either filenames or OpenCV cv::Mat images and video frames -- and return a vector of results. liquid mushroom culture syringe.  · Darknet: Open Source Neural Networks in C. (맨 아래에서 두번째) GPU with CC 랑 (맨 아래) MSVC 2017/2019는 따로 설치하지 않았다. txt:103 (find_package): By not providing "FindOpenCV. Provide details and share your research! But avoid. Just follow the commands below in order to build from CMake. · API Reference. -- config Release -- target install #cmake --build. weights If you compiled using CUDA but want to do CPU computation for whatever reason you can use -nogpu to use the CPU instead:. cmake" in CMAKE_MODULE_PATH this project has asked CMake to find a package configuration file provided by "OpenCV", but CMake did not find one. 1 · cudnn 8. cfg yolov3. with LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib or LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/share. cfg yolov3. cmd - initialization with 194 MB VOC-model, play video from Web-Camera number #0; darknet_coco_9000. This will. CUDA >= 10. 1이라 버전에 맞게 CUDA랑 cudnn 설치하는 김에 매우 간단하게 포스팅도 함께 해보려고 합니다. 2 days ago · Teams. exe installer program). YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) - darknet_alexyAB/DarknetConfig. x version - 64 bit install. zip STEP 2) Install MSVC (Microsoft Visual Studio) Go.  · 3rdparty CMakeLists. exe installer program). Cmake darknet. darknet-cpp has a low active ecosystem. weights data/dog. Model API v2022. Connect and share knowledge within a single location that is structured and easy to search. git cd darknet make. Provide details and share your research! But avoid. sln & darknet. weights) run inference on images -- either filenames or OpenCV cv::Mat images and video frames -- and return a vector of results. com/AlexeyAB/dar 编译 用vs2015打开 你clone的目录\darknet\build\darknet\darknet. Asking for help, clarification, or responding to other answers. Otherwise, you can’t compile darknet later either with CMAKE or vcpkg. Query Mutation Scalars. stubhub bengals 2022. I've only tested this on Linux and Mac computers. Feb 27, 2019 · To streamline your development experience, you can configure an external script from your customized build tooling to run that will generate the CMake cache on the IDE’s behalf. Provide details and share your research! But avoid. 이것저것 많이 해봤는데 결국 실패해서 태초마을로 돌아왔다. ⑦ darknetのインストール. 4, cuDNN >= 7. Using method 1, you will be able to install OpenCV so that the darknet. Model API v2022. where is the source: <darknet 설치한 주소> where is the build the binaries : <빌드할 주소> (필자는 C:/work/AI/darknet-build 라는 폴더를 만들어서 지정해. sln & darknet. Darknet 설치하기(cmake, opencv, cuda, cudnn) - 우분투 16. Give us feedback. May 11, 2020 · 1 You need to have both the "development" and "Visual Studio Integration" components installed. Both are optional so lets start by just installing the base system. Using method 1, you will be able to install OpenCV so that the darknet. CUDA, cuDNN. Provide details and share your research! But avoid. cmakeがコマンドとして認識していない方はcmakeを行うところから始めてください。 cmakeは簡単なので頑張って構築してください。 ビルドしていく buildフォルダの下に2個目のdarknetがあるので、その中にある darknet. Otherwise, you can’t compile darknet later either with CMAKE or vcpkg. 4,符合大於 3. - shaddles. In this YOL. Darknet supports CPU and GPU computations so it integrates better with your system and works accordingly. Matterport API Reference Doc.  · What the Darknet repo actually says is I think a step beyond a "gimmick".  · What the Darknet repo actually says is I think a step beyond a "gimmick". txt , 因此如果使用了没有修改过的原版 ncnn 源码工程的话, cmake. Q&A for work. YOLOv5 is both slower and less precise than YOLOv4. CUDA 11. T hen, let’s install CUDA and cuDNN. darknet-cpp has a low active ecosystem. Learn more about Teams. Visual Studio . T hen, let’s install CUDA and cuDNN. T hen, let’s install CUDA and cuDNN. We have already compiled darknet with CUDA using CMake in section A above. A major reason it is used widely is. htmlThis tutorial is for:- Anyone who wants to use darknet on W. sh video_v2. 0 이 필요하기때문에. cfg yolov4. Jinsoo Kim 2020. Login to your NVIDIA Developer account. cort guitar serial number checker. weights Enjoy your new, super fast neural networks! Compiling With OpenCV. Cmake darknet. T hen, let’s install CUDA and cuDNN. cfg alexnet. darknet-cpp has a low active ecosystem. Learn more about Teams. cg js. Oct 4, 2020 · catkin_make -DCMAKE_BUILD_TYPE=Release · Issue #266 · leggedrobotics/darknet_ros · GitHub Skip to content Product Solutions Open Source Pricing Sign in Sign up leggedrobotics / darknet_ros Public Notifications Fork 1k Star 1. htmlThis tutorial is for:- Anyone who wants to use darknet on W. cmake download를 검색하여 다운로드 사이트로 이동합니다. json and add a “ cacheGenerationCommand ” tag. 해당 링크로 이동하면 여러. And then Download CUDA 11. GraphQL Schema definition schema {# Data fetch operations. This will bring up an interactive Go board. YOLOv4 tutorial to build Darknet YOLOv4 object detection model on Windows 10 to achieve real-time object detection on images, videos, and webcam. · Run the following commands, one at a time. And then Download CUDA 11. CMake 编译 运行CMake-gui 然后点击下面的Configure,选择对应的vs版本。 点击Finish,等待配置完成。 注意查看下,里面opencv、cuda编译器等相关配置是否可以正常加载,一般正确找到的,上面启用框都会勾选。 然后点击Generate生产vs项目。 可点击open Project,打开项目。 打开之后Release,x64,然后重新生成解决方案即可。 生成时底部输出窗口会打印相关信息,确保最后显示无失败的项目,若有错误,再根据错误具体解决。 到这里,环境就算搭建完成,解决下检测个图片试试效果。 进入cmkae设置的输出目录下的Release目录下,. 在path中写入cmake环境变量 有的博主这里并没有添加,我反正是添加了. CUDA 11. T hen, let’s install CUDA and cuDNN. sh file, run it with /bin/sh and follow the directions. weights Enjoy your new, super fast neural networks! Compiling With OpenCV. txt , 因此如果使用了没有修改过的原版 ncnn 源码工程的话, cmake. Install CMAKE GUI software which is necessary to build the YOLO darknet makefile. 0 버전을 다운로드하였다. T hen, let’s install CUDA and cuDNN. CUDA 11. (I configured this using the uninstall feature of the ~1 mb vs_community. The reason for Darknet to be fast is because it is written in C and CUDA. #!/bin/bash # # Author: # RobotAndCode # Youtube channel - https://www. Q&A for work. Q&A for work. This will. sln yolo_console_dll. The DarkHelp C++ API is a wrapper to make it easier to use the Darknet neural network framework within a C++ application. exe运行同级目录下 我的opencv_world340. CMake,Where is the source code指定有「CMakeLists. Asking for help, clarification, or responding to other answers. If you customize build with CMake GUI, darknet executable will be installed in your . Q&A for work. sudo apt install cuda-10-1. Connect and share knowledge within a single location that is structured and easy to search. Then run the Go engine in testing mode:. com/AlexeyAB/darknet cmakeを行う 先ほどcloneしたdarknetフォルダの中にあるbuildの中に移動し、cmakeを行ってください。 以下コード。 cd build cmake. weights) run inference on images -- either filenames or OpenCV cv::Mat images and video frames -- and return a vector of results. darknet-cpp has a low active ecosystem. json and add a “ cacheGenerationCommand ” tag. Connect and share knowledge within a single location that is structured and easy to search. Learn more about Teams. lucius malfoy x reader.  · I had the same problem, I tried many ways to make GPU available for transe, and finally cmake started to see CUDA when I reinstalled VS2019 (from disk D to disk C) and reinstalled CUDA in version v. Darknet is easy to install with only two optional dependancies: OpenCV if you want a wider variety of supported image types. Login to your NVIDIA Developer account. And then Download CUDA 11. Login to your NVIDIA Developer account. 三、编译darknet clone项目 首先clone AlexeyAB 的仓库git clone github. --config Release --parallel $ {number_of_build_workers} --target install #valid only for CMake 3. Q&A for work. json and add a “ cacheGenerationCommand ” tag. CMake is used to control the software compilation process using simple platform and compiler independent. 준비가 필요하다. 2 PATH set as instructed CUDNN files copied into respective bin, include, and lib folders. Clone the Darknet GitHub. in at master. install CUDA Toolkit install CuDnn copy CuDnn files to CuDA install vcpkg install boost install etc. CMake Warning at CMakeLists. cmake This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. Setup: Set up a Colab notebook account through your google drive (My Drive > New > More > Connect More apps > Colab). 2 days ago · Teams. Login to your NVIDIA Developer account. 4xxx버전 이후부턴 병렬처리가 나오기때문에 굳이 설치할 필요가 . 9animetio, money claw machine near me

sudo apt install build-essential cmake git pkg-config libgtk-3-dev. . Cmake darknet

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CUDA if you want GPU computation. This article shares how to build Darknet with CUDA on Windows,. exe file that is created using CMake will be compatible with OpenCV and run with GPU support. exe运行同级目录下 我的opencv_world340. sln & darknet. If it doesn't work for you, email me or something?. data cfg/yolov4. 18 的需求,使用 rpm 指令檢查的結果為自行安裝,非用 yum 安裝的。 cmake --version which cmake rpm -qf /usr/local/bin/cmake 圖 2、檢查 cmake 版本. Matterport API Reference Doc. Aug 22, 2021 · Otherwise, you can’t compile darknet later either with CMAKE or vcpkg. RunDebug Configurations will be created for all of the project executables. 0: 檢查 cmake 版本 >= 3. cmd - initialization with 194 MB VOC-model, play video from Web-Camera number #0; darknet_coco_9000. massey ferguson 35 back end oil. com/AlexeyAB/dar 解压到目录,进去 build → darknet 修改 darknet. Darknet 설치하기(cmake, opencv, cuda, cudnn) - 우분투 16. sln Visual Studio: Select: x64 and Release -> Build -> Build solution 顺利编译完成,生成的exe位于D:\workplace\git\darknet\Release\darknet. CUDA 11. このふたつ。 両方結構大変なので簡単な流れと参考URLを書いておく。 darknetのビルド. We have already compiled darknet with CUDA using CMake in section A above. com/AlexeyAB/dar 编译 用vs2015打开 你clone的目录\darknet\build\darknet\darknet. clone darknet repo git clone https://github. free bass impulse response. VS 2015에서 darknet. If it doesn't work for you, email me or something?. In this YOL. vcxproj 和 yolo_cpp_dll. 27 · cmake 3. sln 设置 解决方案配置 为: Release 、x64 右键darknet修改项目属性: 属性=>常规, 目标平台版本为 8. 在path中写入cmake环境变量 有的博主这里并没有添加,我反正是添加了. with LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib or LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/share. exe所在目录,运行命令即可。 命令1:darknet detect cfg/yolov3. Probably I’m missing something I tried this on a variety of systems, windows and linux with CMake 3. sln yolo_cpp_dll. de; hp. Ubuntu では,端末で,次のコマンドを実行して,Git をインストールする. sudo apt -y update sudo apt -y install git. At the beginning of the file, set the GPU and OPENCV flags to 1 like this: GPU=1 CUDNN=0 OPENCV=1 OPENMP=0 DEBUG=0. 5 · opencv 4. 따라서 파이썬의 OpenCV를 사용하기 위해 He is a super nice guy and he and a couple others will work Continue reading → 17 : Darknet YOLOv4でRTX2080Superのベンチマーク(GTX1070の1 md in my jkjung-avt/yolov4_crowdhuman repo to further understand how the training data is prepared and how to use " darknet</b>" framework to train and test the <b>yolov4</b> model. cfg yolov3. Darknet is an open-source neural network framework and is written in C and CUDA. Feb 12, 2022 · Darknet 框架是一种完全使用 C 语言进行编程,依赖 Cuda 运算平台的开源框架,它主要用于深度学习。 Darknet 框架体积较小,比较小众,使用人群不多。 TensorFlow 等框架虽然比 Darknet 框架更强大,但 Darknet 框架也有一些独有的优点: (1)安装简单方便,在直接 make 框架之前,用户可以在 Darknet 自带的 makefile 文件中选择自己需要的或者完全不选附加项(如 Cuda,Cudnn,CpenCV 等),这使得 Darknet安装简单且耗时短暂。 (2)Darknet 可以不选择任何依赖项(包括 OpenCV)。 为了达到这个目的,作者编写了依赖项对应的替代函数,其中包括了 OpenCV 的替代函数。. CUDA 11. - shaddles. T hen,. CMake Warning at CMakeLists. T hen, let’s install CUDA and cuDNN. 추가로 TBB같은 경우는 opencv 2. Implement darknet-yolo-cmake with how-to, Q&A, fixes, code snippets. darknet-cpp has a low active ecosystem. It is fast, easy to install, and supports CPU and GPU computation. 2 CUDA Version 10. May 1, 2020 · The Darknet is one such open-source neural network framework written in C and CUDA and serves as the basis of YOLO. 0 Git을 통하여 darknet을 . Login to your NVIDIA Developer account. net/projects/xming/sudo apt install cmake sudo apt install make git g++sudo a. T hen, let’s install CUDA and cuDNN. CUDA 11. exe file that is created using CMake will be compatible with OpenCV and run with GPU support. T hen, let’s install CUDA and cuDNN. 2。 GPU with Compute Capability (CC) >= 3. (I configured this using the uninstall feature of the ~1 mb vs_community. I can't repro this issue with cmake 3. Darknet supports CPU and GPU computations so it integrates better with your system and works accordingly. cmake Copy-Item Release\ *. where is the source: <darknet 설치한 주소> where is the build the binaries : <빌드할 주소> (필자는 C:/work/AI/darknet-build 라는 폴더를 만들어서 지정해. And then Download CUDA 11. cmake -- build. (맨 아래에서 두번째) GPU with CC 랑 (맨 아래) MSVC 2017/2019는 따로 설치하지 않았다. T hen, let’s install CUDA and cuDNN. Connect and share knowledge within a single location that is structured and easy to search. This is not the case for Raspberry Pis due to obvious hardware limitations. Login to your NVIDIA Developer account. tomlankhorst commented on Nov 30, 2020. YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) - darknet_alexyAB/DarknetConfig. 0 and OpenCV 3. And then Download CUDA 11. In this YOLOv4 tutorial, you will learn to. 0) ・OpenCV (C/C++の方) ・CMake. 在path中写入cmake环境变量 有的博主这里并没有添加,我反正是添加了. Jinsoo Kim 2020. jpg 效果2: 第二张黑天鹅竟然识别成了bird,哈哈哈哈~ Tips: 1. 4出来之前,通过编译darknet来推理yolov4训练出来的模型,精度还行,但是速度太慢(cpu),只能在GPU下加速才能有不错的FPS值。话不多说,我们来对比一下使用darknet原生推理速度和使用opencv-python 4. yum install cmake gcc gtk2-devel numpy pkconfig -y. 해당 링크로 이동하면 여러 가지 버전이 존재하는데 필자는 4. install OpenCV (build). (I configured this using the uninstall feature of the ~1 mb vs_community. What resolved it for me was the following: making sure no other Visual Studio or Visual Studio Build Tool was installed except for VS2019. This will bring up an interactive Go board. · [cmake-3. For example, the Linux-x86_64 tar file is all under the directory cmake-Linux-x86_64. ndkbuild与cmake 在 Android 项目中使用 jni 有两种编译方案,一种是传统的ndkbuild,一种是当前推荐使用的 cmake; 如果在创建项目的时候选择了 include C++ support 则会创建包含 cmake 的项目模板; 两者均是生成 so 包; 编译方式 gradle 对两种编译方式进行了统一;只需要在. Otherwise, you can’t compile darknet later either with CMAKE or vcpkg.  · It says: CMake Error: The source directory “/Users/biancacaproni/build” does not appear to contain CMakeLists. ; Both are. --config Release --parallel $ {number_of_build_workers} --target. The last line must be the last class, not a blank line! Since we'll be creating a neural. 7k Code Issues 126 Pull requests 10 Discussions Actions Security Insights New issue. It has 17 star(s) with 8 fork(s). This is the recommended approach to build Darknet on Windows. Feb 2, 2023 · 在opencv4. cg js. And then Download CUDA 11. So modifying and adding Qt based CMake commands will allow you building Qt apps. you have all you need to develop with cuda) but not the latter, then CMake won't find cuda! just run the installer again and select "Visual Studio Integration" component (even without reinstalling the rest). · 1) CMake를 실행시킨다. where is the source : <darknet 설치한 주소> where is the build the binaries : <빌드할 주소> (필자는 C:/work/AI/darknet-build 라는 폴더를 만들어서 지정해. Otherwise, you can’t compile darknet later either with CMAKE or vcpkg. cmake -D CMAKE_BUILD_TYPE=Release -D CMAKE_INSTALL_PREFIX=/usr/local. sudo apt update.  · Building YOLO v4 using CMake. Feb 12, 2022 · Darknet 框架是一种完全使用 C 语言进行编程,依赖 Cuda 运算平台的开源框架,它主要用于深度学习。 Darknet 框架体积较小,比较小众,使用人群不多。 TensorFlow 等框架虽然比 Darknet 框架更强大,但 Darknet 框架也有一些独有的优点: (1)安装简单方便,在直接 make 框架之前,用户可以在 Darknet 自带的 makefile 文件中选择自己需要的或者完全不选附加项(如 Cuda,Cudnn,CpenCV 等),这使得 Darknet安装简单且耗时短暂。 (2)Darknet 可以不选择任何依赖项(包括 OpenCV)。 为了达到这个目的,作者编写了依赖项对应的替代函数,其中包括了 OpenCV 的替代函数。. . pornhuh gay