Face Recognition Based Complete Attendance System with Database and Webpage using PC or Raspberry Pi

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  • Опубликовано: 28 сен 2024
  • Welcome to an exciting tutorial on creating a Face Recognition Based Attendance System using the power of deep learning, the dlib library, and Raspberry Pi! In this video, we'll guide you through the process of building a robust attendance tracking system.
    GitHub Repository: github.com/Ari...
    Research Paper URL: arxiv.org/abs/...
    📋 What you'll learn:
    1. How to set up your Raspberry Pi for face recognition.
    2. Using the dlib library for face detection and recognition.
    3. Implementing a deep learning-based face recognition algorithm.
    4. Creating a database to store attendance records.
    5. Developing a Flask web application for real-time attendance tracking.
    6. Enrolling new faces into the system for recognition.
    For future updates follow us on facebook: / sparklers2018
    You can also follow me on instagram for regular updates : / ari_the_maker
    #Technology #Innovation #AI #ArtificialIntelligence #MachineLearning #DeepLearning #Coding #Programming #DataScience #ComputerScience #RaspberryPi #FaceRecognition #AttendanceSystem #Database #WebDevelopment #Flask #Python #OpenCV #FacialRecognition #Tutorial #GitHub #Education #Project #Students #Learning #Development #TechSolutions #Automation #InnovativeTech #CodeSnippets #DeepNeuralNetworks #ComputerVision #ProgrammingLanguages #DataAnalysis #InnovateWithAI #TechSkills #IoT #SmartTechnology #DigitalTransformation #CodingCommunity #WebApp #AttendanceTracking #FacialRecognitionSystem #DataManagement #StudentProjects #InnovativeSolutions #ArtificialIntelligenceProjects #TechEnthusiast #CodeWithPassion #StayCurious

Комментарии • 61

  • @muthumaran.t282
    @muthumaran.t282 Месяц назад +2

    When I run the " tkinter.py " python file it gives an error like : unsupported image type ,must be 8bit or RGB image" what I do for that to solve this problem...

  • @azizulkhan786
    @azizulkhan786 8 месяцев назад

    Fantastic explanation of your project. Many thanks Arijit.

  • @andimulkrahimakbar9323
    @andimulkrahimakbar9323 Год назад +1

    Hi sir, thanks for great video, may i ask what architectures did you use?

  • @JustinLingole
    @JustinLingole Месяц назад

    Hello. I cannot find the data file in this description. can you upload it please?

  • @thrillerdino3224
    @thrillerdino3224 10 месяцев назад +1

    sir, i have erreo like line 10, in
    from PIL import Image, ImageTk
    ModuleNotFoundError: No module named 'PIL'

    • @dani9609
      @dani9609 7 месяцев назад +1

      pip install pillow

  • @nhatquangphan2124
    @nhatquangphan2124 8 месяцев назад

    Is the method included in your project one shot learning? And in the resnet 50 file that you use, is it a file containing the structure of the resnet 50 network or is it a file containing both the structure of the model and the weights of that model? Can you explain what makes me wonder?

  • @andreamarquez9138
    @andreamarquez9138 6 месяцев назад

    Nice video! I wonder what version of Python do you use?

  • @ElyMaglasang
    @ElyMaglasang 3 месяца назад

    what is the version of python you're using sir Arjirit

  • @pochilam1648
    @pochilam1648 10 месяцев назад

    is it possible to make the attendance taker window/resolution match with our screen?

  • @manuchehrqoriev
    @manuchehrqoriev Год назад +2

    Keep it up

  • @lagraabts8231
    @lagraabts8231 6 месяцев назад

    it works like a charm thank you sir

  • @sdsameer836
    @sdsameer836 4 месяца назад

    can we done this project on python idle...

  • @chiragsingh6389
    @chiragsingh6389 4 месяца назад

    Can u plz plz plz help how I can add data_faces_from_camera folder

  • @co-44-rashmiraut64
    @co-44-rashmiraut64 6 месяцев назад

    Files in data folder are not in readale format
    What should i do?
    Anyone please reply

  • @wcarcass
    @wcarcass 11 месяцев назад +3

    Great Explanation, it works perfect. Thanks!

  • @itsyoursangram
    @itsyoursangram 7 месяцев назад +1

    How to deploy this project online???

  • @manuchehrqoriev
    @manuchehrqoriev Год назад

    Great job

  • @dhananjaypawaskar3863
    @dhananjaypawaskar3863 6 месяцев назад

    Sir when I run attendance_taker.py it gives me error-------------->Segmentation fault

    • @sumitdas5949
      @sumitdas5949 3 месяца назад

      I'm also facing the same problem. Did you solve this issue? If yes, can you tell me the soulution please.

  • @alivlogs1124
    @alivlogs1124 11 месяцев назад

    Can you teach how to build a ui for this please

  • @migvillamor
    @migvillamor 7 месяцев назад

    does this work with a raspi camera? or only an external one?

    • @dhananjaypawaskar3863
      @dhananjaypawaskar3863 6 месяцев назад

      Hello my question is same .....I also want to use Pi camera V2

    • @dhananjaypawaskar3863
      @dhananjaypawaskar3863 6 месяцев назад

      Ya Its working for Pi camera also! I have tested

    • @PutuEkaSuartana
      @PutuEkaSuartana 4 месяца назад

      @@dhananjaypawaskar3863 hello sir, how to install dlib package, im getting error message "unable to locate ..."

  • @sumitsingh4245
    @sumitsingh4245 6 месяцев назад

    going too fast, try to explain in sequence

  • @yash23299
    @yash23299 7 месяцев назад +1

    And i add one code for export this attendance to export in csv file

  • @SayedKazi-w6c
    @SayedKazi-w6c 11 месяцев назад +2

    Hi Arijit, thank you very much for your amazing video with detailed explanations. I have a question for you though 😊 I currently trying to do a PowerPoint presentation on facial recognition for my class and I wanted to know if you know how one could show a live feed on a PowerPoint presentation by using a mobile phone / camera for attendance that displays the output live in order to engage and capture everyone’s attention?

    • @yassinebendimerad7583
      @yassinebendimerad7583 Месяц назад

      Hey did you manage ? How did you do it, mainly cuz for me i m using raspberry pi without interface, through SSH, so I cant run the programs due to it not having a display and would like to have the display on phone or computer

  • @yash23299
    @yash23299 7 месяцев назад +2

    It works thanks you sirji

  • @composeexpose8009
    @composeexpose8009 10 месяцев назад

    Hi! Would it be possible have the Raspberry Pi adjust the exposure so that the face is always properly exposed? If so, any idea how I can achieve this? Thank you!

  • @RishonDabrwe
    @RishonDabrwe Месяц назад

    can this work on a pc with specs
    i3 8gen
    6gb ram
    integrated gpu?
    asking for a college project🙏🙏

  • @sumitdas5949
    @sumitdas5949 3 месяца назад

    when i try to run the attendance_taker.py file it shows "Segmentation fault". There is something wrong with the .dat file. How should i solve this issue?

  • @missmansuroh
    @missmansuroh 6 месяцев назад

    Hi, great video I need a video for an attendance system which uses both fingerprint and facial recognition, thank you ❤

  • @SkKhaja-qx3rt
    @SkKhaja-qx3rt 5 месяцев назад

    i have seen your video
    but i have some doubts recoding to raspbeery pi connection with camera module.

  • @sudip_basu
    @sudip_basu 4 месяца назад

    I am unable to run this in my system, I am getting lots of errors.

  • @abhijithmk-u3y
    @abhijithmk-u3y 8 месяцев назад

    unable to open data dlib shape predictor how to fix it...

  • @beeenarali
    @beeenarali 4 месяца назад

    what if we have 2 cam 1 take input and 2 take output ?

  • @adityasaiakella1287
    @adityasaiakella1287 Год назад

    the ip address link for viewing the attendance is not working. taking too much time to open

  • @techwithnelusha
    @techwithnelusha 11 месяцев назад

    what is the your pycharm vesion

  • @Abishek_C
    @Abishek_C 7 месяцев назад

    Can't open the dlib folder

  • @pisblashes1611
    @pisblashes1611 5 месяцев назад

    I cannot install dlib

  • @daniilgrachev2002
    @daniilgrachev2002 3 месяца назад

    Am I right that you don't make any CNN model and don't teach this model how to recognise. You just use already existed tools?

    • @yasirrakhurrafat1142
      @yasirrakhurrafat1142 3 месяца назад

      Probably, who even is going to use all the time, to write or re-write a program that already exists and does the job.
      What is cnn anyway, the news channel or some neural network?

  • @abhijithmk-u3y
    @abhijithmk-u3y 8 месяцев назад

    can i use esp32 webserver to host the attendance tracker page in this project...is it possible to include esp32 in this project..? pls explain

  • @dhananjaypawaskar3863
    @dhananjaypawaskar3863 6 месяцев назад

    Hello Sir! Greate!!!!!!! My question is can this work with Pi camera?........Please reply

  • @SharavanB-v2k
    @SharavanB-v2k 2 месяца назад

    i am getting " RuntimeError: Unsupported image type, must be 8bit gray or RGB image." what should i do?

    • @emmanuelnwanna463
      @emmanuelnwanna463 Месяц назад

      same here I'm getting the same error

    • @muthumaran.t282
      @muthumaran.t282 Месяц назад

      i am also getting same error like "RuntimeError: Unsupported image type, must be 8bit gray or RGB image."

  • @fakhrikharrat
    @fakhrikharrat 8 месяцев назад

    Thanks a lot

  • @jeffryansyahputra3765
    @jeffryansyahputra3765 Месяц назад

    it's great ... thanks for sharing...

    • @manahilnoor7766
      @manahilnoor7766 24 дня назад

      is your datalib(the one that we need to download) folder working properly??

  • @keokeovongsa3582
    @keokeovongsa3582 8 месяцев назад

    ❤❤❤❤good job