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Web application demonstrating XAITK Saliency functionality

Project description

Web application demonstrating XAITK Saliency functionality

Installing

It is recommended to use conda to properly install the various ML packages.

macOS conda setup

brew install miniforge
conda init zsh

venv creation for AI

conda create --name xaitk python=3.9 -y
conda activate xaitk
conda install "pytorch==1.9.1" "torchvision==0.10.1" -c pytorch -y
conda install scipy "scikit-learn==0.24.2" "scikit-image==0.18.3" -c conda-forge -y

# For development when inside repo
pip install -e .

# For testing (no need to clone repo)
pip install xaitk-saliency-demo

Run the application

conda activate xaitk
xaitk-saliency-demo

image_1 image_2 image_3 image_4

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