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NuPIC Vision Toolkit

This tool kit is intended to help people who are interested in using Numenta's NuPIC on vision problems.

This project is in Maintenance Mode

We plan to do minor releases only, and limit changes in NuPIC and NuPIC Core to:

  • Fixing critical bugs.
  • Features needed to support ongoing research.

Running MNIST Experiment

  1. Install nupic.vision and its dependencies

    pip install -e .
    
  2. Prepare MNIST data

    cd src/nupic/vision/mnist
    ./extract_mnist.sh
    mkdir mnist
    mv mnist_extraction_source/training mnist/
    mv mnist_extraction_source/testing mnist/
    python ./convertImages.py mnist
    ./create_training_sample.sh
    
  3. Run experiment

    python run_mnist_experiment.py --data-dir mnist
    

Using Docker

  1. Build docker image with prepared MNIST data
    docker build -t nupic.vision .
    
  2. Run MNIST experiment (See Dockerfile for details)
    docker run nupic.vision 
    

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Tools for using Numenta/nupic on visual problems like image recognition.

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