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@release-drafter release-drafter released this 18 May 22:00
· 60 commits to refs/heads/master since this release
0.12.0rc
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🧰 Maintenance

Update Tensorflow to 2.8 @msschwartz21 (#595)

This PR updates tensorflow to 2.8 and drops support for python 3.6. The following changes were necessary to make this upgrade possible:

  • Change imports from tensorflow.python.keras to tensorflow.keras which was a change introduced with tensorflow 2.6
  • Remove convolutional recurrent layers and their functionality from featurenet and panopticnet. Key functions that were used in the convolutional recurrent layer are no longer available in keras.
  • Change imports from tensorflow.keras to keras: keras_parameterized, conv_utils, test_utils
  • Drop support for python 3.6

I retrained the nuclear model in the model-registry using this branch of deepcell and the performance was comparable.

To dos before reviewing:

  • Fix requirements that reference github branches
  • Update setup.py with new requirements
  • Remove git installation from Dockerfile

Contributors

msschwartz21
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