Welcome to ChestInsight repository. ChestInsight is an open-source software project developed to provide a smart solution for chest x-ray analysis and report generation. ChestInsight has features like dicom image anonymization, image annotation, image enhancement and report generation. The report generation part includes natural language processing and deep learning techniques adopted from rgrg.
Clone the repository:
git clone https://github.com/rdiptan/ChestInsight.git
To install the required packages, run the following command:
pip install -r utils/requirements.txt
Download the full model checkpoint from this google drive link.
Save the model at the root of the directory, i.e.
ChestInsight/.
To use the project, run the following commands:
cd src
streamlit run main.py
Note: All data files must be located in .data/
After running the main.py file with the command above, you should be welcomed with the following web page:
Using the sidebar, navigate to Try out, the following page gives you access to a heirachy of CHEST-INSIGHT Tools. Each tab is named by it's function and does exactly as described.
Contributions are welcome! Please feel free to submit a pull request.