https://github.com/jithinolickal/face-mask-detection

AI face mask detection with machine learning and python
https://github.com/jithinolickal/face-mask-detection

ai face-detection face-mask-detection image-processing machine-learning opencv python sklearn

Last synced: 14 days ago
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AI face mask detection with machine learning and python

• Host: GitHub
• URL: https://github.com/jithinolickal/face-mask-detection
• Owner: jithinolickal
• Created: 2022-07-09T06:41:59.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2022-07-09T06:49:46.000Z (over 2 years ago)
• Last Synced: 2023-03-07T17:10:56.077Z (almost 2 years ago)
• Topics: ai, face-detection, face-mask-detection, image-processing, machine-learning, opencv, python, sklearn
• Language: Python
• Homepage:
• Size: 2.24 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
### Install necessary packages

```

pip install -r tests/unit_tests/requirements.txt

```

## STEPS

### 1. Generate training data

1. Run `generate_data.py` 2 times (with mask and without mask) - Make sure to rename the file each time

```

pythin generate_data.py

```

2. Provide the number of image data frame that needs to be captured

3. Make sure you have two `.npy` files after running this file (with mask and without mask)

### 2. Testing it live

1. Run

```

python face_mask_detection.py

```