Digital Graphics

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  Sukhraan S  (Report)

  January 05, 2021 17:27

  Hi Joel,

  Here is the applications page (https://www.dwavesys.com/applications), which shows more than 250 user-developed quantum applications on D-Wave systems.

  The following named application examples from the link mentioned above, might interest you:

  • Opportunities and challenges in quantum-enhanced machine learning in near-term quantum computers, by NASA:  In this application, NASA scientists used the D-Wave system on image data sets in a generative unsupervised learning setting; one of the most difficult paradigms in machine learning.
  • Image Acquisition Planning for Earth Observation Satellites with a Quantum Annealer, by German Aerospace Center: They utilized the D-Wave 2000Q quantum annealer to work on the problem of acquiring high value images while obeying the attitude manoeuvring constraints of the satellite.
  • Nonnegative/Binary Matrix Factorization with a D-Wave Quantum Annealer, by Los Alamos National Lab: Here using a set of 2,429 facial images, Los Alamos scientists used unsupervised machine learning methods via matrix factorization to analyze large datasets.

  Also among the collection of code examples present on Leap (https://cloud.dwavesys.com/leap/examples), feel free to load the 'Image Segmentation' example in the leap IDE and view the code behind it. This example, shows an image segmentation algorithm to partition an image into segments based on their pixel values.

  In addition, here is an article written by Cornell University named, 'A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers' which also might interest you.

  Do you have a specific use-case in mind for which you want to use quantum computing, maybe I can refer you to some more concise resources?

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  Amaroq S  (Report)

  June 21, 2021 16:21

  It seems to me like OP wishes to see a quantum computer generate its own artwork through the use of quantum algorithms.

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