Changelog

Version 3.2.0 - 2020-10-16

View detailed changelog

BUG

ENHANCEMENT

FEATURE

DOCUMENTATION

INSTALLATION

Version [3.0] - 2020-03-13

Changed:

  • Refractored data augmentation to use Albumentation library.
  • Cleaned jupyter notebooks and reduced from 13 notebooks to 5.
  • Switched to Dice Loss from Categorical Cross Entropy as loss function.
  • Updated SEM and TEM models for better performance.
  • Shifted AxonDeepSeg from TensorFlow to Keras framework.
  • Upgraded CUDA to 10.0 and tensorflow to 1.13.1.
  • Resolve image rescale warnings
  • Handle exception for images smaller than minimum patch size after resizing
  • Revert tensorflow requirekment to 1.3.0 and remove tifffile requirement
  • Remove matplotlib.pyplot from source code and refactor to full OO plotting
  • Standardize path management to pathlib library
  • Shifted AxonDeepSeg from TensorFlow to Keras framework.
  • Upgraded CUDA to 10.0 and tensorflow to 1.13.1.
  • Add FSLeyes plugin

Version [2.1] - 2018-09-25

Changed:

  • Fixed bug that would crash when user inputed consent for Sentry tracking

Version [2.0] - 2018-09-11

Changed:

  • Upgraded ADS for Python 3.6-compatibility (no longer supporting Python 2.7)
  • Minor changes to make ADS Windows-compatibile
  • Removed plot hold commands (deprecated)

Version [1.1] - 2018-08-02

Changed:

  • Minor Mac OSX-related bug fix
  • Changed installation requirements to exact release versions

Version [1.0] - 2018-08-02

Versions 1.x will remain Python 2.7-compatible

Version [0.6] - 2018-08-01

(version 0.5 was skipped due to conflicting file on PyPI)

Added:

  • Comprehensive testing suite
  • Bug tracking (Sentry)
  • Blue-red visualisation function for segmented masks

Changed:

  • Dataset building and training notebook
  • Minor documentation improvements
  • Minor bug fixes

Version [0.4.1] - 2018-05-16

Added:

  • GIMP procedure for ground truth labelling or segmentation correction added in the documentation.
  • Compatibility with tiff images.
  • Continuous integration with Travis is now supported.

Changed:

  • The documentation website is now hosted on ReadTheDocs.
  • Updated documentation on the usage of AxonDeepSeg.
  • Change of axon and myelin masks filenames for better clarity.

Version [0.3] - 2018-02-22

Added:

  • Compatibility for image inputs other than png
  • Pre-processing of input images is now done inside AxonDeepSeg

Changed:

  • Help display when running AxonDeepSeg from terminal