Spidy20 / Face_mask_detection
Licence: mit
Face mask detection system using Deep learning.
Stars: ✭ 168
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Face Mask😷 Detection using TensorFlow {An Amazing Project}
Follow us on Instagram for Machine Learning Guidelines & Path
Donate me on PayPal(It will inspire me to do more projects)
Donate me on GPAY:- [email protected]
Subscribe my channel on YoTube for Tutorials
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_detectionand paste all files & folders of my repository to there. - Open
face_mask_detection.ipynbin 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_v2model and I trained it around 4 hours. At the end i got a loss of0.053. - 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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