Face Mask😷 Detection using TensorFlow

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Install Anaconda(Python 3.7) & Tensorflow GPU (I used 1.15 TF)
First Download Object Detecion official code from here
Then Download this Repository via GIT or zip.
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).

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

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
.idea		.idea
inference_graph		inference_graph
LICENSE		LICENSE
README.md		README.md
data_gen.py		data_gen.py
face_mask_detection.ipynb		face_mask_detection.ipynb
result.jpg		result.jpg
result1.jpg		result1.jpg
result2.jpg		result2.jpg
result3.jpg		result3.jpg
result4.jpg		result4.jpg
result5.jpg		result5.jpg