Deepcell

Latest version: v0.12.9

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0.2.4

This release addresses the ISBI text file related bugs and resolves the warnings generated by 16.

0.2.3

Migrate ISBI utility functions from `deepcell-tf` to `deepcell-tracking` and update deprecated `networkx` functions to enable compatibility with `networkx>=2.4`.

0.2.2

This release improves the performance of `track_cells` by caching each cell's features for each frame. This reduces redundant calls to `get_features` and improves tracking performance by ~50%.

Various internal helper functions were added as well to improve readability and log timings of the major portions of tracking each frame.

0.2.1

connected_component_subgraphs` is missing in networkx==2.4. Pin networkx to <= 2.3 until this issue is resolved.

0.2.0

Compatible with TensorFlow versions 1.10+, this release forms the basis for the cell tracking and benchmarking algorithms put forth in the publication "Accurate cell tracking and lineage construction in live-cell imaging experiments with deep learning" (https://doi.org/10.1101/803205).

0.1.0

As we strive to support the latest versions of TensorFlow, we are forced to deprecate certain older versions of TensorFlow. This release of deepcell-tf supports TensorFlow 1.8+, however, all further development will be built for TensorFlow versions 1.10+.

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