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v0.3.0

@jgraving jgraving released this
· 93 commits to master since this release
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  • Update to tensorflow.keras (stand-alone keras will be deprecated)
  • Updates to the deepposekit.io API to abstract data generators with BaseGenerator, and added io.utils with functions for initializing and merging datasets to resolve #3
  • Improved example notebooks with more documentation to resolve #10 #7
  • Added more sanity checks to resolve #8 #7
  • Refactored StackedDenseNet to simplify and improve performance.
  • Updated models including a pretrained StackedDenseNet and DeepLabCut with multiple ImageNet pretrained backbone models for transfer learning (ResNets, DenseNets, MobileNetsV2)
  • Load DeepLabCut (http://deeplabcut.org) data with io.DLCDataGenerator to resolve #1