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About the developer

Spidy20
166 Stars 63 Forks MIT License 19 Commits 4 Opened issues

Description

Face mask detection system using Deep learning.

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Face Mask😷 Detection using TensorFlow {An Amazing Project}

forthebadge made-with-python
Python 3.7

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Training.zip

Installation

  • Install Anaconda(
    Python 3.8
    ) & Tensorflow GPU (
    I used 1.15 TF
    )
  • First Download Object Detecion official code from here
  • Then Download this Repository via GIT or zip. -if you download from zip then unzip that downloaded file.
  • Download Training.zip
  • In my Repository extract `Training.zip.
  • Now copy all the files & folders from my repository.
  • Go to the
    master/research/object_detection
    and paste all files & folders of my repository to there.
  • Open
    face_mask_detection.ipynb
    in Jupyter and give the image in which you want to detect Mask(Mentioned in code).
  • See the tutorial and subscribe my youtube channel.

What I did??

  • This is already prepared which I given to you. But behind of these I created my own image dataset, then did Image Labelling,Model configuration.
  • After that I used
    Faster_rcnn_v2
    model and I trained it around 4 hours. At the end i got a loss of
    0.053
    .
  • Model is trained os NVIDA 920MX 2GB(used TensorFlow-GPU with CUDA)
  • So guys I given lots of efforts to complete this project. So please Star🌟 my repository and follow me.
  • If you have any queries the you can ask me on my Insta Community Page

Screenshots

Note:- Images Taken from Internet for just testing purpose.

I request you to donate something to me, because I have uploaded many of the my projects to opensource. Help me & supoort me to grow

Just follow☝️ me and Star⭐ my repository

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