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• CVAT error during installation of development version

  28 novembre 2022, par Raman

  I'm trying to install development version of CVAT according to official instruction but struggling at the step of requirements.txt applying :

  


  pip install -r cvat/requirements/development.txt


  


  ... with following error :

  


  Skipping wheel build for av, due to binaries being disabled for it.
Skipping wheel build for datumaro, due to binaries being disabled for it.
Installing collected packages: wrapt, tf-estimator-nightly, termcolor, tensorboard-plugin-wit, Shapely, rules, rope, rjsmin, rcssmin, pytz, pyasn1, patool, mistune, mccabe, libclang, keras, itypes, flatbuffers, entrypoint2, EasyProcess, dj-pagination, diskcache, av, addict, Werkzeug, urllib3, uritemplate, typing-extensions, tqdm, tornado, toml, threadpoolctl, tensorflow-io-gcs-filesystem, tensorboard-data-server, sqlparse, smmap, six, ruamel.yaml.clib, rsa, redis, PyYAML, pyunpack, pyrsistent, pyparsing, pylogbeat, pyjwt, Pygments, pycparser, pyasn1-modules, protobuf, Pillow, oauthlib, numpy, networkx, natsort, MarkupSafe, Markdown, lxml, lazy-object-proxy, kiwisolver, joblib, jmespath, isort, inflection, idna, google-crc32c, gast, fonttools, dnspython, django-extensions, deprecated, defusedxml, cycler, click, charset-normalizer, certifi, cachetools, attrs, asgiref, absl-py, tensorboardX, snakeviz, scipy, ruamel.yaml, rq, requests, python3-openid, python-ldap, python-dateutil, pdf2image, packaging, orderedmultidict, opt-einsum, opencv-python-headless, opencv-python, keras-preprocessing, jsonschema, jinja2, isodate, h5py, grpcio, googleapis-common-protos, google-resumable-media, google-pasta, google-auth, gitdb, Django, cffi, astunparse, astroid, scikit-learn, requests-oauthlib, pylint, pandas, matplotlib, limits, google-api-core, GitPython, furl, djangorestframework, django-sendfile2, django-rq, django-filter, django-cors-headers, django-auth-ldap, django-appconf, cryptography, croniter, coreschema, botocore, azure-core, s3transfer, rq-scheduler, python-logstash-async, pylint-plugin-utils, pycocotools, open3d, msrest, google-cloud-core, google-auth-oauthlib, drf-spectacular, django-rest-auth, django-compressor, coreapi, tensorboard, pylint-django, google-cloud-storage, django-allauth, datumaro, boto3, azure-storage-blob, tensorflow
  Running setup.py install for av ... error
  error: subprocess-exited-with-error
  
  × Running setup.py install for av did not run successfully.
  │ exit code: 1
  ╰─> [50 lines of output]
      running install
      /Users/dd/cvat/.env/lib/python3.9/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
        warnings.warn(
      running build
      running build_py
      creating build
      creating build/lib.macosx-12.4-x86_64-cpython-39
      creating build/lib.macosx-12.4-x86_64-cpython-39/av
      copying av/deprecation.py -> build/lib.macosx-12.4-x86_64-cpython-39/av
      copying av/datasets.py -> build/lib.macosx-12.4-x86_64-cpython-39/av
      copying av/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av
      copying av/__main__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av
      creating build/lib.macosx-12.4-x86_64-cpython-39/av/video
      copying av/video/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av/video
      creating build/lib.macosx-12.4-x86_64-cpython-39/av/codec
      copying av/codec/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av/codec
      creating build/lib.macosx-12.4-x86_64-cpython-39/av/container
      copying av/container/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av/container
      creating build/lib.macosx-12.4-x86_64-cpython-39/av/audio
      copying av/audio/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av/audio
      creating build/lib.macosx-12.4-x86_64-cpython-39/av/subtitles
      copying av/subtitles/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av/subtitles
      creating build/lib.macosx-12.4-x86_64-cpython-39/av/filter
      copying av/filter/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av/filter
      creating build/lib.macosx-12.4-x86_64-cpython-39/av/sidedata
      copying av/sidedata/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av/sidedata
      creating build/lib.macosx-12.4-x86_64-cpython-39/av/data
      copying av/data/__init__.py -> build/lib.macosx-12.4-x86_64-cpython-39/av/data
      running build_ext
      running config
      PyAV: 8.0.2 (unknown commit)
      Python: 3.9.10 (main, Jun 28 2022, 17:49:16) \n[Clang 13.1.6 (clang-1316.0.21.2.5)]
      platform: macOS-12.4-x86_64-i386-64bit
      extension_extra:
          include_dirs: [b'include']
          libraries: []
          library_dirs: []
          define_macros: []
          runtime_library_dirs: []
      config_macros:
          PYAV_COMMIT_STR="unknown-commit"
          PYAV_VERSION=8.0.2
          PYAV_VERSION_STR="8.0.2"
      Could not find libavformat with pkg-config.
      Could not find libavcodec with pkg-config.
      Could not find libavdevice with pkg-config.
      Could not find libavutil with pkg-config.
      Could not find libavfilter with pkg-config.
      Could not find libswscale with pkg-config.
      Could not find libswresample with pkg-config.
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: legacy-install-failure

× Encountered error while trying to install package.
╰─> av


  


  I have already tried suggested fixes, but no luck :
https://github.com/openvinotoolkit/cvat/issues/4406

  


  Environment :

  


  

  • MacBook Pro (Intel x64)

  


  • macOS Monterey (Version 12.4)

  


  • (pyenv) Python 3.9.10

  


  


  What other options could be applied to fix it ?

  


• Opencv mask object from rtsp camera

  19 août 2016, par user3689259

  i want to add an image as mask in camera live frame after detect specific logo .
  if possible Output rtmp ://127.0.0.1:1935/live/mycamOutput ,, I have nginx-rtmp the rtmp can work if we add it in source , pls any one can help me

  //opencv
  
  #include "opencv2/imgcodecs.hpp"
  
  #include "opencv2/imgproc.hpp"
  
  #include "opencv2/videoio.hpp"
  
  #include <opencv2></opencv2>highgui.hpp>
  
  #include <opencv2></opencv2>video.hpp>
  
  //C
  
  #include 
  
  //C++
  
  #include <iostream>
  
  #include <sstream>
  
  
  
  using namespace cv;
  
  using namespace std;
  
  
  
  // Global variables
  
  Mat frame; //current frame
  
  Mat fgMaskMOG2; //fg mask fg mask generated by MOG2 method
  
  Ptr<backgroundsubtractor> pMOG2; //MOG2 Background subtractor
  
  int keyboard; //input from keyboard
  
  
  
  /** Function Headers */
  
  void help();
  
  void processVideo(char* videoFilename);
  
  void processImages(char* firstFrameFilename);
  
  
  
  void help()
  
  {
  
      cout
  
      &lt;&lt; "--------------------------------------------------------------------------" &lt;&lt; endl
  
      &lt;&lt; "This program shows how to use background subtraction methods provided by "  &lt;&lt; endl
  
      &lt;&lt; " OpenCV. You can process both videos (-vid) and images (-img)."             &lt;&lt; endl
  
                                                                                      &lt;&lt; endl
  
      &lt;&lt; "Usage:"                                                                     &lt;&lt; endl
  
      &lt;&lt; "./bg_sub {-vid <video filename="filename">|-img <image filename="filename">}"                     &lt;&lt; endl
  
      &lt;&lt; "for example: ./bg_sub -vid video.avi"                                       &lt;&lt; endl
  
      &lt;&lt; "or: ./bg_sub -img /data/images/1.png"                                       &lt;&lt; endl
  
      &lt;&lt; "--------------------------------------------------------------------------" &lt;&lt; endl
  
      &lt;&lt; endl;
  
  }
  
  
  
  /**
  
   * @function main
  
   */
  
  int main(int argc, char* argv[])
  
  {
  
      //print help information
  
      help();
  
  
  
      //check for the input parameter correctness
  
      if(argc != 3) {
  
          cerr &lt;&lt;"Incorret input list" &lt;&lt; endl;
  
          cerr &lt;&lt;"exiting..." &lt;&lt; endl;
  
          return EXIT_FAILURE;
  
      }
  
  
  
      //create GUI windows
  
      namedWindow("Frame");
  
      namedWindow("FG Mask MOG 2");
  
  
  
      //create Background Subtractor objects
  
      pMOG2 = createBackgroundSubtractorMOG2(); //MOG2 approach
  
  
  
      if(strcmp(argv[1], "-vid") == 0) {
  
          //input data coming from a video
  
          processVideo(argv[2]);
  
      }
  
      else if(strcmp(argv[1], "-img") == 0) {
  
          //input data coming from a sequence of images
  
          processImages(argv[2]);
  
      }
  
      else {
  
          //error in reading input parameters
  
          cerr &lt;&lt;"Please, check the input parameters." &lt;&lt; endl;
  
          cerr &lt;&lt;"Exiting..." &lt;&lt; endl;
  
          return EXIT_FAILURE;
  
      }
  
      //destroy GUI windows
  
      destroyAllWindows();
  
      return EXIT_SUCCESS;
  
  }
  
  
  
  /**
  
   * @function processVideo
  
   */
  
  void processVideo(char* videoFilename) {
  
      //create the capture object
  
      VideoCapture capture(videoFilename);
  
      if(!capture.isOpened()){
  
          //error in opening the video input
  
          cerr &lt;&lt; "Unable to open video file: " &lt;&lt; videoFilename &lt;&lt; endl;
  
          exit(EXIT_FAILURE);
  
      }
  
      //read input data. ESC or 'q' for quitting
  
      while( (char)keyboard != 'q' &amp;&amp; (char)keyboard != 27 ){
  
          //read the current frame
  
          if(!capture.read(frame)) {
  
              cerr &lt;&lt; "Unable to read next frame." &lt;&lt; endl;
  
              cerr &lt;&lt; "Exiting..." &lt;&lt; endl;
  
              exit(EXIT_FAILURE);
  
          }
  
          //update the background model
  
          pMOG2->apply(frame, fgMaskMOG2);
  
          //get the frame number and write it on the current frame
  
          stringstream ss;
  
          rectangle(frame, cv::Point(10, 2), cv::Point(100,20),
  
                    cv::Scalar(255,255,255), -1);
  
          ss &lt;&lt; capture.get(CAP_PROP_POS_FRAMES);
  
          string frameNumberString = ss.str();
  
          putText(frame, frameNumberString.c_str(), cv::Point(15, 15),
  
                  FONT_HERSHEY_SIMPLEX, 0.5 , cv::Scalar(0,0,0));
  
          //show the current frame and the fg masks
  
          imshow("Frame", frame);
  
          imshow("FG Mask MOG 2", fgMaskMOG2);
  
          //get the input from the keyboard
  
          keyboard = waitKey( 30 );
  
      }
  
      //delete capture object
  
      capture.release();
  
  }
  
  
  
  /**
  
   * @function processImages
  
   */
  
  void processImages(char* fistFrameFilename) {
  
      //read the first file of the sequence
  
      frame = imread(fistFrameFilename);
  
      if(frame.empty()){
  
          //error in opening the first image
  
          cerr &lt;&lt; "Unable to open first image frame: " &lt;&lt; fistFrameFilename &lt;&lt; endl;
  
          exit(EXIT_FAILURE);
  
      }
  
      //current image filename
  
      string fn(fistFrameFilename);
  
      //read input data. ESC or 'q' for quitting
  
      while( (char)keyboard != 'q' &amp;&amp; (char)keyboard != 27 ){
  
          //update the background model
  
          pMOG2->apply(frame, fgMaskMOG2);
  
          //get the frame number and write it on the current frame
  
          size_t index = fn.find_last_of("/");
  
          if(index == string::npos) {
  
              index = fn.find_last_of("\\");
  
          }
  
          size_t index2 = fn.find_last_of(".");
  
          string prefix = fn.substr(0,index+1);
  
          string suffix = fn.substr(index2);
  
          string frameNumberString = fn.substr(index+1, index2-index-1);
  
          istringstream iss(frameNumberString);
  
          int frameNumber = 0;
  
          iss >> frameNumber;
  
          rectangle(frame, cv::Point(10, 2), cv::Point(100,20),
  
                    cv::Scalar(255,255,255), -1);
  
          putText(frame, frameNumberString.c_str(), cv::Point(15, 15),
  
                  FONT_HERSHEY_SIMPLEX, 0.5 , cv::Scalar(0,0,0));
  
          //show the current frame and the fg masks
  
          imshow("Frame", frame);
  
          imshow("FG Mask MOG 2", fgMaskMOG2);
  
          //get the input from the keyboard
  
          keyboard = waitKey( 30 );
  
          //search for the next image in the sequence
  
          ostringstream oss;
  
          oss &lt;&lt; (frameNumber + 1);
  
          string nextFrameNumberString = oss.str();
  
          string nextFrameFilename = prefix + nextFrameNumberString + suffix;
  
          //read the next frame
  
          frame = imread(nextFrameFilename);
  
          if(frame.empty()){
  
              //error in opening the next image in the sequence
  
              cerr &lt;&lt; "Unable to open image frame: " &lt;&lt; nextFrameFilename &lt;&lt; endl;
  
              exit(EXIT_FAILURE);
  
          }
  
          //update the path of the current frame
  
          fn.assign(nextFrameFilename);
  
      }
  
  }
  
  </image></video></backgroundsubtractor></sstream></iostream>

• matroskaenc : write the channel mask for FLAC

  26 mai 2014, par Anton Khirnov

  matroskaenc : write the channel mask for FLAC
  

  • [DBH] libavformat/Makefile
  • [DBH] libavformat/matroskaenc.c