Release TensorFlow v0.12.0 RC0 · tensorflow/tensorflow · GitHub

#TensorFlow RC12 has embedding visualization built into Tensorboard.

  • Large cleanup to add second order gradient for ops with C++ gradients and improve existing gradients such that most ops can now be differentiated multiple times.
  • TensorFlow now builds and runs on Microsoft Windows (tested on Windows 10, Windows 7, and Windows Server 2016).
  • Improve trace, matrix_set_diag , matrix_diag_part and their gradients to work for rectangular matrices.
  • Added a new library for library of matrix-free (iterative) solvers for linear equations, linear least-squares, eigenvalues and singular values in tensorflow/contrib/solvers.
  • C API: Type TF_SessionWithGraph has been renamed to TF_Session , indicating its preferred use in language bindings for TensorFlow.

tensorflow – Computation using data flow graphs for scalable machine learning
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Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Media Services

Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Medi…

  • Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Media Services
  • Azure Media Services , Microsoft’s collection of cloud-based tools for video workflows, is about to get a lot smarter.
  • The means Media Services can now automatically select the most interesting snippets from a source video, for example, to give you a quick summary of what the full video looks like.
  • As the company announced at the annual NAB show in Las Vegas today, Media Services will now make use of some of the tools Microsoft developed for its machine learning services for video, as well.
  • Microsoft is also now building Hyperlapse, its technology for stabilizing and time-lapsing videos right into Azure Media Services.

Read the full article, click here.


@Ronald_vanLoon: “Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Medi…”


Azure Media Services, Microsoft’s collection of cloud-based tools for video workflows, is about to get a lot smarter. As the company announced at the annual..


Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Media Services

Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Media Services

Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Medi…

  • Microsoft doubles down on VR and AR, positioning Windows 10 as the “the only mixed reality platform”
  • Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Media Services
  • Azure Media Services , Microsoft’s collection of cloud-based tools for video workflows, is about to get a lot smarter.
  • Microsoft and SAP love grows stronger in the cloud
  • , Microsoft is building face detection into these tools and the company is including its ability to detect people’s emotions (something the company’s Cognitive Services already do for still images).

Read the full article, click here.


@Ronald_vanLoon: “Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Medi…”


Azure Media Services, Microsoft’s collection of cloud-based tools for video workflows, is about to get a lot smarter. As the company announced at the annual..


Microsoft is bringing automatic video summarization, Hyperlapse, OCR and more to Azure Media Services