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undt-ai: Ultrasound time-series analysis for corrosion assessment

Requirements

undt-ai is built on Python's scientific stack (numpy, scipy, matplotlib, scikit-learn), leveraging TensorFlow (v2) and the Keras functional API for the develoment and testing of convolutional neural networks. Package installation was carried out using the Anaconda package manager, which built with the following package versions:

  • Python: version 3.7.6
  • numpy: version 1.18.1
  • scipy: version 1.4.1
  • matplotlib: version 3.1.3
  • scikit-learn: version 0.22.1
  • TensorFlow: version 2.0.0

Installation

Install from the distribution using the setup.py script. The source is stored in the GitHub repo, which can be browsed at:

https://github.com/casimp/undt-ai

Simply download and unpack, then navigate to the download directory and run the following from the command-line:

pip install .

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