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122ac7c · Jan 24, 2025

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changelog.md

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Change Log

Version 1.1.6 (24 Jan. 2025)

  • Modified the output so it can be re-opened from the viewer.
  • The classifications are stored in the YOLO format. Masks and skeletons are saved as TIFFs.
  • There is still a "results.csv" file, but there is also an independant file per image.
  • Re-opening an image will also re-load the associated settings.
  • The documentation is in progress.
  • Added the export of PNG for quick status check, that don't require Napari.
  • Added the version number to the GUI for easier communication about issues.
  • Added a checkbox to allow the user to remove automatically previous attempts.

Version 1.1.5 (21 Jan. 2025)

  • New YOLO version with a bigger model (YOLOv5m instead of YOLOv5s)
  • The new training now locks the scale and the intensity shifts in the data augmentation.
  • The index of the model's version is now written on the button.
  • In developer's mode, it is now possible to Shift+Click on buttons to select local models (no downloading).

Version 1.1.4 (19 Jan. 2025)

  • Images normalization is now performed globally instead of locally to reduce the number of false positives.
  • The classification model was updated from the version 051 to the version 077.
  • The closing structuring element was changed from a diamong to a disk and its radius was reduced from 4 to 2.
  • For the reason just above, the default probability threshold was lowered from 40% to 15%.
  • The classification works now with a system of votes per label instead of taking every box above a certain score.
  • It is now possible to toggle the visibility of the "Garbage" class.