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Release 0.5.0

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@keisen keisen released this 12 Jul 05:12
· 268 commits to master since this release
72d965c

Major Feature

  • Add new methods (ScoreCAM and Faster-ScoreCAM)

Breaking Changes

  • tf_keras_vis.utils.print_gpus() was deleted.
  • tf_keras_vis.utils.losses.SmoothedLoss was deleted.

BugFix and Other Changes

  • Fixes a problem that ActivationMaximization couldn't calculate and normalize losses correctly when multiple samples.
  • Fixes a problem that the output of ActivationMaximization was restricted when input_ranges contain None.
  • Improve to raise ValueError when input shape doesn't have channels dimension in GradCAM.
  • Fixes a problem that GradCAM++ couldn't calculate scores correctly when multiple samples.
  • Add tf_keras_vis.utils. num_of_gpus() instead of tf_keras_vis.utils. print_gpus().