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Piotr Biskup 2022-02-16 10:52:16 +01:00
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# Face Mask Detection # Face Mask Detection
1. Clone repository Clone the repository and run project (it uses saved model 'face_mask_detection2.hp') or:
2. Download dataset from: https://www.kaggle.com/andrewmvd/face-mask-detection
3. In the project create folder 'data' 1. Download dataset from: https://www.kaggle.com/andrewmvd/face-mask-detection
4. Put 'annotations' and 'images' folders into 'data' folder 2. In the project create folder 'data'
5. You can now run project (it uses saved model 'face_mask_detection2.hp') or you can train model yoursel and to do that: 3. Put downloaded 'annotations' and 'images' folders into 'data' folder
4. Train model yourself:
- execute jupyter notebook 'data_preprocessing.ipynb' - data preprocessing - execute jupyter notebook 'data_preprocessing.ipynb' - data preprocessing
- execute jupyter notebook 'train_model.ipynb' - it will overwrite face_mask_detection2.hp' file - execute jupyter notebook 'train_model.ipynb' - it will overwrite face_mask_detection2.hp' file
- run project - run project