https://github.com/patelvivekdev/end-to-end-mask-detector

build deep learning model for mask detection
https://github.com/patelvivekdev/end-to-end-mask-detector

deeplearning machine-learning mask-detection opencv-python

Last synced: 12 months ago
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build deep learning model for mask detection

• Host: GitHub
• URL: https://github.com/patelvivekdev/end-to-end-mask-detector
• Owner: patelvivekdev
• License: apache-2.0
• Created: 2020-11-21T08:58:24.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2020-12-11T16:57:36.000Z (over 5 years ago)
• Last Synced: 2025-03-29T18:28:37.903Z (over 1 year ago)
• Topics: deeplearning, machine-learning, mask-detection, opencv-python
• Language: Jupyter Notebook
• Homepage:
• Size: 32.1 MB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# End-to-end-mask-detector

> Build deep learning model for mask detection 

## Download Data

- [Kaggle](https://www.kaggle.com/andrewmvd/face-mask-detection)




## Use TensorFlow hub model 

- [MobileNetV2](https://tfhub.dev/google/tf2-preview/mobilenet_v2/classification/4)




![Model](https://github.com/Vivek2509/End-to-end-mask-detector/blob/main/Model_Summary.png)




## Predicted image

![predicted](https://github.com/Vivek2509/End-to-end-mask-detector/blob/main/Prediction.png)

## Use OpenCV for real-time detection.

![With_mask](https://github.com/Vivek2509/End-to-end-mask-detector/blob/main/withmask.png)