Polaris is a Face recognition attendance system .

Support Me 🚀

About Polaris 📄

Polaris is a system based on facial recognition with a futuristic GUI design, Can easily find people informations stored in a database using their pictures .

Functionality Supported 📌 :

Register new people :

Search for people using their pictures :

Built Using 🔧

PyQt5 - PyQt5 is a Python binding of the cross-platform GUI toolkit Qt
OpenCV - Open Source Computer Vision and Machine Learning software library
Dlib - C++ Library containing Machine Learning Algorithms
face_recognition by Adam Geitgey

How to use 🔨

First of all, we have to install all the required libraries .
PyQt5 :

pip install PyQt5

OpenCV :

pip install opencv-python

Numpy :

pip install numpy

Dlib :

pip install dlib

face_recognition :

pip install face_recognition

PIL :

pip install pillow

Then, Clone the repository and run the program 💻

git clone https://github.com/ChibaniMohamed/Polaris.git

cd Polaris/

python main.py

Contributing 💡

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.

Support Me 🚀

This is my current error report.

Nom du système d’exploitation: Microsoft Windows 10 Famille Version du système: 10.0.19041 N/A version 19041 Python 3.9.1 pip 21.0.1

D:\Polaris>pip install face_recognition
Collecting face_recognition
  Using cached face_recognition-1.3.0-py2.py3-none-any.whl (15 kB)
Requirement already satisfied: Click>=6.0 in c:\users\ludndev\appdata\local\programs\python\python39\lib\site-packages (from face_recognition) (7.1.2)
Collecting dlib>=19.7
  Using cached dlib-19.22.0.tar.gz (7.4 MB)
Requirement already satisfied: face-recognition-models>=0.3.0 in c:\users\ludndev\appdata\local\programs\python\python39\lib\site-packages (from face_recognition) (0.3.0)
Requirement already satisfied: Pillow in c:\users\ludndev\appdata\local\programs\python\python39\lib\site-packages (from face_recognition) (8.1.2)
Requirement already satisfied: numpy in c:\users\ludndev\appdata\local\programs\python\python39\lib\site-packages (from face_recognition) (1.20.2)
Building wheels for collected packages: dlib
  Building wheel for dlib (setup.py) ... error
  ERROR: Command errored out with exit status 1:
   command: 'c:\users\ludndev\appdata\local\programs\python\python39\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\setup.py'"'"'; __file__='"'"'C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d 'C:\Users\ludndev\AppData\Local\Temp\pip-wheel-h3ipmluc'
       cwd: C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\
  Complete output (73 lines):
  running bdist_wheel
  running build
  running build_py
  package init file 'tools\python\dlib\__init__.py' not found (or not a regular file)
  running build_ext
  Building extension for Python 3.9.1 (tags/v3.9.1:1e5d33e, Dec  7 2020, 17:08:21) [MSC v.1927 64 bit (AMD64)]
  Invoking CMake setup: 'cmake C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\tools\python -DCMAKE_LIBRARY_OUTPUT_DIRECTORY=C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\build\lib.win-amd64-3.9 -DPYTHON_EXECUTABLE=c:\users\ludndev\appdata\local\programs\python\python39\python.exe -DCMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE=C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\build\lib.win-amd64-3.9 -A x64'
  -- Building for: Visual Studio 12 2013
  -- The C compiler identification is MSVC 18.0.21005.1
  -- The CXX compiler identification is MSVC 18.0.21005.1
  -- Detecting C compiler ABI info
  -- Detecting C compiler ABI info - done
  -- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio 12.0/VC/bin/x86_amd64/cl.exe - skipped
  -- Detecting C compile features
  -- Detecting C compile features - done
  -- Detecting CXX compiler ABI info
  -- Detecting CXX compiler ABI info - done
  -- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio 12.0/VC/bin/x86_amd64/cl.exe - skipped
  -- Detecting CXX compile features
  -- Detecting CXX compile features - done
  -- Found PythonInterp: C:/Users/ludndev/AppData/Local/Programs/Python/Python39/python.exe (found version "3.9.1")
  -- Found PythonLibs: C:/Users/ludndev/AppData/Local/Programs/Python/Python39/libs/Python39.lib
  -- pybind11 v2.2.4
  -- Using CMake version: 3.18.4
  -- Compiling dlib version: 19.22.0
  CMake Error at C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/cmake_utils/set_compiler_specific_options.cmake:31 (message):
    C++11 is required to use dlib, but the version of Visual Studio you are
    using is too old and doesn't support C++11.  You need Visual Studio 2015 or
    newer.
  Call Stack (most recent call first):
    C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/cmake_utils/test_for_sse4/CMakeLists.txt:8 (include)


  CMake Error at C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/cmake_utils/check_if_sse4_instructions_executable_on_host.cmake:13 (try_compile):
    Failed to configure test project build system.
  Call Stack (most recent call first):
    C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/cmake_utils/set_compiler_specific_options.cmake:13 (include)
    C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/CMakeLists.txt:33 (include)


  -- Configuring incomplete, errors occurred!
  See also "C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/build/temp.win-amd64-3.9/Release/CMakeFiles/CMakeOutput.log".
  Traceback (most recent call last):
    File "<string>", line 1, in <module>
    File "C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\setup.py", line 222, in <module>
      setup(
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\site-packages\setuptools\__init__.py", line 165, in setup
      return distutils.core.setup(**attrs)
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\core.py", line 148, in setup
      dist.run_commands()
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\dist.py", line 966, in run_commands
      self.run_command(cmd)
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
      cmd_obj.run()
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\site-packages\wheel\bdist_wheel.py", line 299, in run
      self.run_command('build')
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\cmd.py", line 313, in run_command
      self.distribution.run_command(command)
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
      cmd_obj.run()
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\command\build.py", line 135, in run
      self.run_command(cmd_name)
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\cmd.py", line 313, in run_command
      self.distribution.run_command(command)
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
      cmd_obj.run()
    File "C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\setup.py", line 134, in run
      self.build_extension(ext)
    File "C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\setup.py", line 171, in build_extension
      subprocess.check_call(cmake_setup, cwd=build_folder)
    File "c:\users\ludndev\appdata\local\programs\python\python39\lib\subprocess.py", line 373, in check_call
      raise CalledProcessError(retcode, cmd)
  subprocess.CalledProcessError: Command '['cmake', 'C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\tools\\python', '-DCMAKE_LIBRARY_OUTPUT_DIRECTORY=C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\build\\lib.win-amd64-3.9', '-DPYTHON_EXECUTABLE=c:\\users\\ludndev\\appdata\\local\\programs\\python\\python39\\python.exe', '-DCMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE=C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\build\\lib.win-amd64-3.9', '-A', 'x64']' returned non-zero exit status 1.
  ----------------------------------------
  ERROR: Failed building wheel for dlib
  Running setup.py clean for dlib
Failed to build dlib
Installing collected packages: dlib, face-recognition
    Running setup.py install for dlib ... error
    ERROR: Command errored out with exit status 1:
     command: 'c:\users\ludndev\appdata\local\programs\python\python39\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\setup.py'"'"'; __file__='"'"'C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record 'C:\Users\ludndev\AppData\Local\Temp\pip-record-gn9mlv3w\install-record.txt' --single-version-externally-managed --compile --install-headers 'c:\users\ludndev\appdata\local\programs\python\python39\Include\dlib'
         cwd: C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\
    Complete output (75 lines):
    running install
    running build
    running build_py
    package init file 'tools\python\dlib\__init__.py' not found (or not a regular file)
    running build_ext
    Building extension for Python 3.9.1 (tags/v3.9.1:1e5d33e, Dec  7 2020, 17:08:21) [MSC v.1927 64 bit (AMD64)]
    Invoking CMake setup: 'cmake C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\tools\python -DCMAKE_LIBRARY_OUTPUT_DIRECTORY=C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\build\lib.win-amd64-3.9 -DPYTHON_EXECUTABLE=c:\users\ludndev\appdata\local\programs\python\python39\python.exe -DCMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE=C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\build\lib.win-amd64-3.9 -A x64'
    -- Building for: Visual Studio 12 2013
    -- The C compiler identification is MSVC 18.0.21005.1
    -- The CXX compiler identification is MSVC 18.0.21005.1
    -- Detecting C compiler ABI info
    -- Detecting C compiler ABI info - done
    -- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio 12.0/VC/bin/x86_amd64/cl.exe - skipped
    -- Detecting C compile features
    -- Detecting C compile features - done
    -- Detecting CXX compiler ABI info
    -- Detecting CXX compiler ABI info - done
    -- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio 12.0/VC/bin/x86_amd64/cl.exe - skipped
    -- Detecting CXX compile features
    -- Detecting CXX compile features - done
    -- Found PythonInterp: C:/Users/ludndev/AppData/Local/Programs/Python/Python39/python.exe (found version "3.9.1")
    -- Found PythonLibs: C:/Users/ludndev/AppData/Local/Programs/Python/Python39/libs/Python39.lib
    -- pybind11 v2.2.4
    -- Using CMake version: 3.18.4
    -- Compiling dlib version: 19.22.0
    CMake Error at C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/cmake_utils/set_compiler_specific_options.cmake:31 (message):
      C++11 is required to use dlib, but the version of Visual Studio you are
      using is too old and doesn't support C++11.  You need Visual Studio 2015 or
      newer.
    Call Stack (most recent call first):
      C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/cmake_utils/test_for_sse4/CMakeLists.txt:8 (include)


    CMake Error at C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/cmake_utils/check_if_sse4_instructions_executable_on_host.cmake:13 (try_compile):
      Failed to configure test project build system.
    Call Stack (most recent call first):
      C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/cmake_utils/set_compiler_specific_options.cmake:13 (include)
      C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/dlib/CMakeLists.txt:33 (include)


    -- Configuring incomplete, errors occurred!
    See also "C:/Users/ludndev/AppData/Local/Temp/pip-install-ph5_opqm/dlib_7eba953fdff44f02b702d0fc7b5b66b5/build/temp.win-amd64-3.9/Release/CMakeFiles/CMakeOutput.log".
    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\setup.py", line 222, in <module>
        setup(
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\site-packages\setuptools\__init__.py", line 165, in setup
        return distutils.core.setup(**attrs)
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\core.py", line 148, in setup
        dist.run_commands()
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\dist.py", line 966, in run_commands
        self.run_command(cmd)
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
        cmd_obj.run()
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\site-packages\setuptools\command\install.py", line 61, in run
        return orig.install.run(self)
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\command\install.py", line 546, in run
        self.run_command('build')
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\cmd.py", line 313, in run_command
        self.distribution.run_command(command)
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
        cmd_obj.run()
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\command\build.py", line 135, in run
        self.run_command(cmd_name)
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\cmd.py", line 313, in run_command
        self.distribution.run_command(command)
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
        cmd_obj.run()
      File "C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\setup.py", line 134, in run
        self.build_extension(ext)
      File "C:\Users\ludndev\AppData\Local\Temp\pip-install-ph5_opqm\dlib_7eba953fdff44f02b702d0fc7b5b66b5\setup.py", line 171, in build_extension
        subprocess.check_call(cmake_setup, cwd=build_folder)
      File "c:\users\ludndev\appdata\local\programs\python\python39\lib\subprocess.py", line 373, in check_call
        raise CalledProcessError(retcode, cmd)
    subprocess.CalledProcessError: Command '['cmake', 'C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\tools\\python', '-DCMAKE_LIBRARY_OUTPUT_DIRECTORY=C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\build\\lib.win-amd64-3.9', '-DPYTHON_EXECUTABLE=c:\\users\\ludndev\\appdata\\local\\programs\\python\\python39\\python.exe', '-DCMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE=C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\build\\lib.win-amd64-3.9', '-A', 'x64']' returned non-zero exit status 1.
    ----------------------------------------
ERROR: Command errored out with exit status 1: 'c:\users\ludndev\appdata\local\programs\python\python39\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\setup.py'"'"'; __file__='"'"'C:\\Users\\ludndev\\AppData\\Local\\Temp\\pip-install-ph5_opqm\\dlib_7eba953fdff44f02b702d0fc7b5b66b5\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record 'C:\Users\ludndev\AppData\Local\Temp\pip-record-gn9mlv3w\install-record.txt' --single-version-externally-managed --compile --install-headers 'c:\users\ludndev\appdata\local\programs\python\python39\Include\dlib' Check the logs for full command output.

D:\Polaris>

Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture

Handwriting Recognition System This repository is the Tensorflow implementation of the Handwriting Recognition System described in Handwriting Recogni

346 Jan 7, 2023

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Handwritten Text Recognition with TensorFlow Update 2021: more robust model, faster dataloader, word beam search decoder also available for Windows Up

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Handwritten Text Recognition (HTR) system implemented with TensorFlow (TF) and trained on the IAM off-line HTR dataset. This Neural Network (NN) model recognizes the text contained in the images of segmented words.

Handwritten-Text-Recognition Handwritten Text Recognition (HTR) system implemented with TensorFlow (TF) and trained on the IAM off-line HTR dataset. T

27 Jan 8, 2023

Great work ...but

Hello brother Your project excellent I would appreciate if you could modify it when it making search to continue search until the end of data not starting over every time The idea is find a result and display then continue until the end of database

Thanks again

opened by akh33l 0
GUI screen is not able to dynamically change.

@ChibaniMohamed Appreciate your PyQt5 GUI work. I want to create a dynamic GUI so it's responsive to all device sizes. As of now, it only works on 1400*720 screens. Could you please provide your design file so I will contribute responsively to GUI and modify the face verification speed? I need qt5-tools designer screen design(XYZ.ui). I don't invest so much time in the alignment of Widgets.

opened by pyravi 0
Error
Exception in thread Thread-2: Traceback (most recent call last): File "C:\lib\threading.py", line 926, in _bootstrap_inner self.run() File "C:\lib\threading.py", line 870, in run self._target(*self._args, **self._kwargs) File "C:\gui.py", line 932, in process self.start_error = process.start(path[0]) File "C:\process.py", line 135, in start draw_delaunay( img_copy, subdiv, (255,219,0) ); #255, 219, 0 File "C:\process.py", line 108, in draw_delaunay cv2.line(img, pt1, pt2, delaunay_color, lfont, cv2.LINE_AA, 0) cv2.error: OpenCV(4.5.5) :-1: error: (-5:Bad argument) in function 'line'

Overload resolution failed:

Can't parse 'pt1'. Sequence item with index 0 has a wrong type

Can't parse 'pt1'. Sequence item with index 0 has a wrong type
opened by craqpter 2

Polaris is a Face recognition attendance system .

Related tags

Overview

Support Me 🚀

About Polaris 📄

Functionality Supported 📌 :

Built Using 🔧

How to use 🔨

Contributing 💡

Support Me 🚀

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Great work ...but

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Demo processor to illustrate OCR-D Python API

MXNet OCR implementation. Including text recognition and detection.

Introduction to image processing, most used and popular functions of OpenCV

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集シーンテキストの位置認識と識別のための論文リソースの要約