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Face mask detection system using Deep learning.
License: MIT License
Python 6.06%
Jupyter Notebook 93.94%
face_mask_detection's Introduction
Face Mask😷 Detection using TensorFlow {An Amazing Project}
![forthebadge made-with-python](https://camo.githubusercontent.com/3c55df0eaf0804dba65a57bfd09fd26419a1bec537962d966ace4e4959b51f5a/687474703a2f2f466f7254686542616467652e636f6d2f696d616765732f6261646765732f6d6164652d776974682d707974686f6e2e737667)
![Python 3.7](https://camo.githubusercontent.com/95b21c103ef88619e23fd3ffad97d3cb47df959c62d18908ec71c823636e6158/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f707974686f6e2d332e372d626c75652e737667)
inference_graph.zip
- 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.
- 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
![](https://github.com/Spidy20/face_mask_detection/raw/master/result1.jpg)
![](https://github.com/Spidy20/face_mask_detection/raw/master/result2.jpg)
![](https://github.com/Spidy20/face_mask_detection/raw/master/result.jpg)
![](https://github.com/Spidy20/face_mask_detection/raw/master/result3.jpg)
![](https://github.com/Spidy20/face_mask_detection/raw/master/result4.jpg)
![](https://github.com/Spidy20/face_mask_detection/raw/master/result5.jpg)
Note:- Images Taken from Internet for just testing purpose.
Just follow☝️ me and Star⭐ my repository