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Video Next Frame prediction

  • Jeff Waller

Jeff Waller

May 24, 2021 • 1 min read

Collecting Links

  • LMVP: Vido predictor with Leaked Motion Information
  • Geometry-Based Bext Frame Prediction from Monocular Video
  • Predicting Future Frames using Retrospective Cycle GAN
  • Next-frame prediction with Conv-LSTM

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Implementing Variational Autoencoders

Collecting links Variational autoencoder implementation in keras with a custom training step Custom Training Using the Strategy Class. Withing a custom loss function, it's sometimes necessary to get the epoch number. Some reserch in determining, controlling the VAE loss function to avoid posterior collapse in Re-balancing Variational Autoencoder Loss for

  • Jeff Waller
Jeff Waller May 24, 2021 • 1 min read

Ubuntu 18 Errata

Overcoming error: no video mode activated A bug certainly. There are at least 2 reasons. It's connected to the use of GRUB_TIMEOUT_STYLE part of the fix is to unset this as described here #GRUB_TIMEOUT_STYLE=hidden GRUB_TIMEOUT_STYLE=menu GRUB_TIMEOUT=10 Additionally, there is a

  • Jeff Waller
Jeff Waller Apr 23, 2020 • 1 min read

Keeping up with the TensorFlow GPU training environment.

There are at least 5 dependencies here. Software dependency on TensorFlow version. TensorFlow dependency on python version. TensorFlow dependency on cuda and cuDNN Cuda dependency on NVidia drivers. NVidia driver dependency on NVidia hardware. Software Dependency Starting with an (opensource) software install, the typical method calls for installation of various

  • Jeff Waller
Jeff Waller Mar 19, 2020 • 1 min read
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