Face Mask😷 Detection using TensorFlow {An Amazing Project}

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inference_graph.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

<img src="https://github.com/Spidy20/face_mask_detection/blob/master/result1.jpg"> <img src="https://github.com/Spidy20/face_mask_detection/blob/master/result2.jpg"> <img src="https://github.com/Spidy20/face_mask_detection/blob/master/result.jpg"> <img src="https://github.com/Spidy20/face_mask_detection/blob/master/result3.jpg"> <img src="https://github.com/Spidy20/face_mask_detection/blob/master/result4.jpg"> <img src="https://github.com/Spidy20/face_mask_detection/blob/master/result5.jpg">

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

Just follow☝️ me and Star⭐ my repository