Enterprise Software Tools for AI

  • The complete report, available here, covers how businesses are using machine learning and deep learning, differentiating between AI, machine learning and deep learning, what it takes to get started, software tools for AI and more.
  • There are three exemplary members of the AI software stack available as deep learning frameworks: Caffe, MXNet and TensorFlow.
  • • MXNet, jointly developed by collaborators from multiple universities and companies, is a lightweight, portable and flexible deep learning framework designed for both efficiency and flexibility.
  • Enterprise software tools for AI also includes NVIDIA DIGITS , which puts the power of deep learning into the hands of engineers and data scientists.
  • DIGITS simplifies common deep learning tasks such as managing data, designing and training neural networks on multi-GPU systems, monitoring performance in real time with advanced visualizations, and selecting the best performing model.

There are three exemplary members of the AI software stack available as deep learning frameworks. This post explores software options for AI.
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Neural Networks for Artists

Visuals provide an engaging entry point to the world of deep machine learning

  • ” Imagine your vacation photos rendered in the style of Pablo Picasso, or Leonardo da Vinci’s Mona Lisa painted in the style of Vincent Van Gogh’s Starry Night.
  • For more examples of both static and video style transfer, as well as a near real-time style transfer “mirror,” (!) see Kogan’s website .
  • For a few visual explanations of how deep learning works, check out ” Unveiling the Hidden Layers of Deep Learning. “
  • The first renders the video in the style of Van Gogh’s Starry Night.
  • Style is such an abstract concept to us, which is what makes algorithms inferring it so interesting, even when it’s not aesthetically pleasing.

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@sciam: “Visuals provide an engaging entry point to the world of deep machine learning”


From hallucinogenic-like DeepDream composites to mesmerizing style-transfer videos, visuals provide an engaging entry point to the world of machine learning


Neural Networks for Artists