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Detecting and localizing lung opacities in radio-graphs 🎗️

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Pneumonia Detection

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  1. git clone https://www.github.com/matterport/Mask_RCNN.git into the directory.
  2. Change Directory to Mask_RCNN, in visualize.py, models.py and alter the line: from mrcnn import utils` to `from . import utils
  3. Download the Kaggle Dataset. Your directory should look as follows:
     .
     ├── _data_manipulation.py
     ├── _data/
     |   ├── _stage_1_train_images/
     |   ├── _stage_1_train_labels.csv
     |   ...
     ├── _Mask_RCNN
     |   ├── _models.py
     |   ├── _visualize.py
     |   ...
     ```
    
  4. Use data_manipulation.py as necessary. Load files and their annotations with data_annotation.split_dataset() and then data_annotation.load_dataset().

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Detecting and localizing lung opacities in radio-graphs 🎗️

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