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Releases: cytomining/DeepProfiler

DeepProfiler with TFv1 and TFv2 training strategies Latest

04 Nov 15:22
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This is a stable version of DeepProfiler with features:

  • Label smoothing
  • Online labelling training strategy
  • TFv2 basic training (separate module)

And some other improvements and bug fixes.

Last TensorFlow v1 stable version

17 Jun 18:05
e23a66a
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This version of DeepProfiler is the last one based on TensorFlow 1.15.

  • Improved training speed and stability.
  • Added EfficientNet plugins.
  • Support for full image analysis.
  • Sampling single cells in separate files for training.
  • Fixed minor bugs.

Version 0.1.0

10 Aug 18:18
81b305b
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This is the first beta release for DeepProfiler. The following features have been added:

  • Plugins system for models, generators, and metrics
  • 6 new models
  • Crop generators for autoencoders, mixup, and repeated channels
  • Improved set of commands
  • Hyperparameter optimization