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https://github.com/avinashkranjan/mask-detector

Part of 🚀 SunsOutHacksOut Hackathon 😷 Mask-Detector
https://github.com/avinashkranjan/mask-detector

covid-19 machine-learning mask-detector numpy python3 sunsouthacksout tensorflow2

Last synced: 2 months ago
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Part of 🚀 SunsOutHacksOut Hackathon 😷 Mask-Detector

Host: GitHub
URL: https://github.com/avinashkranjan/mask-detector
Owner: avinashkranjan
Created: 2020-08-30T03:09:51.000Z (over 4 years ago)
Default Branch: main
Last Pushed: 2024-08-02T16:32:53.000Z (5 months ago)
Last Synced: 2024-10-23T04:44:07.506Z (2 months ago)
Topics: covid-19, machine-learning, mask-detector, numpy, python3, sunsouthacksout, tensorflow2
Language: Jupyter Notebook
Homepage:
Size: 19 MB
Stars: 3
Watchers: 2
Forks: 2
Open Issues: 1
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # Face-Mask-Detector 😷

`As declared by WHO the COVID-19 is going to remain around for about 2 years. So proper precautions are going to be necessary. This ML python based surveillance system detects if people/person are/is not wearing mask and follows them wherever reachable and plays beeping sound if a person is found without a mask.`

## Important Links: 🔗

### For Live Preview --> [YouTube](https://www.youtube.com/watch?v=rLtgvNlIurs)

### Data Used For Training --> [DataSet](https://drive.google.com/drive/folders/1R0EDMoUlvmdTXCY2slUmpJ0i-5EuKuvH?usp=sharing)

## How You Run it Locally? 🤔

### Step 1:

    Go To Your Terminal and Clone the Repository 

`git clone https://github.com/avinashkranjan/Mask-Detection`

![Screenshot (168)](https://user-images.githubusercontent.com/55796944/91657556-7f259f00-eadf-11ea-8670-837982ded836.jpg)

### Step 2:

    cd Mask-Detection

![Screenshot (169)](https://user-images.githubusercontent.com/55796944/91657820-d9bffa80-eae1-11ea-90fe-893fdcff1f31.jpg)

### Step 3:

    pip3 install -r requirements

    

![Screenshot (170)](https://user-images.githubusercontent.com/55796944/91657818-d75da080-eae1-11ea-86bb-5e0274b854bd.jpg)

    

### Step 4:

    python mask_detector.py

    

![Screenshot (171)](https://user-images.githubusercontent.com/55796944/91657819-d9276400-eae1-11ea-8e9f-c31030515dd4.jpg)

## Samples

### No Mask 

![Screenshot (172)](https://user-images.githubusercontent.com/55796944/91657903-944ffd00-eae2-11ea-99e7-c4f847d61a16.jpg)

### With Mask 

![Screenshot (173)](https://user-images.githubusercontent.com/55796944/91657904-95812a00-eae2-11ea-9283-ea20553378e4.jpg)