0.9.2

0.9.2

Bugfixes

• Upgrade tensorflow to v2.4.3 to fix several CVEs.

0.8.8

0.8.8

Bugfixes

• Upgrade tensorflow to v2.3.4 to fix several CVEs.

0.9.1

0.9.1

Bugfixes

• Upgrade tensorflow to v2.4.2 to fix several CVEs.

0.9.0

0.9.0

This release updates TensorFlow to 2.4.1 which drops support for Python 3.5.x.

Features

• Update Layers and Losses for mixed-precision training. (#490)
• Use a dict of names and num_classes to name PanOpticNet semantic heads. (#498)

Bugfixes

• Fix architectures for ScaleDetection and LabelDetection models. (#491)
• Fix SemanticMovieIterator to prevent saving duplicate images for every batch. (#492)
• Update SiameseDataGenerator and siamese_model for multichannel data. (#495)
• Deprecate in_shape argument for Location layers. (#497)
• Pin deepcell-toolbox to 0.9.x and deepcell-tracking to 0.3.x. (#500)

Breaking Changes

• Update tensorflow version to 2.4.1, drop support for Python 3.5. (#476)
• Migrate RetinaMask models to deepcell-retinamask. (#486)

0.8.7

0.8.7

Bugfixes

• Pin deepcell-toolbox to <0.9.0 to prevent breaking changes with multiplex_utils.py.
• Pin deepcell-tracking to <0.4.0.

0.8.6

0.8.6

Bugfixes

• Update sed target to fix package name in deepcell-cpu deployment script. (#485)

0.8.5

0.8.5

Features

• Enable deepcell.__version__. (#482)

Bugfixes

• Add logging to deepcell.applications, fix NuclearSegmentation preprocessing, and update CytoplasmSegmentation with TensorFlow 2 SavedModel. (#483)

0.8.4

0.8.4

Features

• Updated the MultiplexSegmentation model (#467)
• Publish deepcell-cpu on new releases (#472)
• Update tracking model, data generators, and application for TensorFlow 2 (#470, #473)

Bugfixes

• Application._resize_output handles lists of tensors and single tensor outputs (#468)

0.8.3

0.8.3

Features

• Migrate to opencv to opencv-headless to remove GUI dependencies. (#466)
• Update deepcell-toolbox to 0.8.3.
• Update deepcell-tracking to 0.2.7.

0.8.2

0.8.2

Bugfixes

• Update NuclearSegmentation model file and preprocessing.
• Removed num_semantic_heads from PanopticNet to prevent any conflicts with num_semantic_classes.
• Remove use_pretrained_weights from Application docstrings.