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Web application demonstrating XAITK Saliency functionality

Project description

XAITK Saliency functionality demonstration via an interactive Web UI that can run locally, in jupyter or in the cloud. A docker image is available for cloud deployment or local testing (kitware/trame:xaitk). This application has been mainly tested on Linux but should work everywhere assuming all the dependencies manage to install on your system.

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License

This application is provided under the BSD Open Source License.

Installing

On Linux, pip is enough to install this Python library.

python3.9 -m venv .venv
source .venv/bin/activate
pip install -U pip xaitk-saliency-demo

Then from that virtual-environment you can run the application like below

# Executable
xaitk-saliency-demo

# Module approach
python -m xaitk_saliency_demo.app

Within Jupyter you can do the following

from xaitk_saliency_demo.app.jupyter import show
show()

Docker image

For each commit to master the CI will push a new kitware/trame:xaitk image to dockerhub. Such image can be ran locally using the following command line.

docker run -it --rm --gpus all -p 8080:80 kitware/trame:xaitk

Project details


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