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Releases: HenriquesLab/ZeroCostDL4Mic

v1.5

12 May 15:19
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v1.5: Transfer learning and first release of DeepSTORM as beta
Screen Shot 2020-05-12 at 16 18 05

v1.4.1

28 Apr 15:44
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v1.4

24 Apr 19:25
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ZeroCostDL4Mic v1.4 release
Screen Shot 2020-04-24 at 20 24 44

Major changes:
Hyperparameters fail-safes have been added to all notebooks.
The implementation of SSIM from SciKit is now used. PSNR is now also calculated during quality control.
In the 3D notebooks (including fnet), the quality assessment metrics are now calculated on a slice-by-slice basis and not from the maximum intensity projection anymore.

In the CARE notebooks:

  • The new default batch_size is 16 (instead of 64 previously).

In the Sartdist 2D notebook:

  • The new default patch_size is automatically defined as the size of the images to analyse.
  • Stardist grid_size is now modifiable as an advanced parameter.

In the CARE 3D and Noise2VOID3D notebooks, the users can now modify the numbers of tile to use when performing the prediction.

  • minor modifications.

v1.3

17 Apr 10:07
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This release now includes the LICENSE.txt and the ReadMe.txt files, as well as the User manual (as PDF).

Screen Shot 2020-04-17 at 11 05 18

v1.2

13 Apr 15:30
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v1.1

27 Mar 19:49
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v1.0

20 Mar 10:48
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First official release!
Screen Shot 2020-03-20 at 10 47 18

v0.8

14 Mar 11:43
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Improvement on fnet, better consistency across notebooks, including advanced settings, correct default settings for most apart fnet and Unet.
Screen Shot 2020-03-14 at 11 43 07

v0.7

12 Mar 08:28
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First batch of feedback, functionality and readability improvements. Bug fixes in fnet.

v0.6 Uniform layout across the notebooks

06 Mar 11:39
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Now including fnet and U-net upgrade