Releases: cytomining/DeepProfiler
Releases · cytomining/DeepProfiler
DeepProfiler with TFv1 and TFv2 training strategies Latest
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
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
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