This Project aims to be used for early detection fo Covid-19 and aims to predict wether the person is infected with Covid or not using when given a Chest CT Scan image of using Deep Learning.
Blogposts are avilable on:
The Dataset is available on kaggle
The Models trained on my project are stored in GoogleDrive
The GradCam object takes in 3 args: These steps are shown below one by one and later combined in a Learner.gradcam call
- learn: a fastai Learner
- fname: path to the image file to draw the heatcam over
- labels: list of labels to draw the heatmap for. If None, draws for the highest predicted class.
Installation:
GIT:
.. code-block:: bash
git clone https://github.com/PriyanK7n/covify
cd covify
pip install -r requirements.txt
pip install -e .