AIDeveloper Versions Save

GUI-based software for training, evaluating and applying deep neural nets for image classification

0.4.8-update

3 months ago

This is an update for AIDeveloper 0.4.0. Please first install AIDeveloper 0.4.0. Within AIDeveloper 0.4.0 go to the Menu 'Help'->'Check for updates' and use the dropdown-menu on the right to select an update file. After clicking 'Download + Install' restart AIDeveloper and voila, the update is done.

New feature

  • #55 Support image sizes >510 x 510 pixels in export

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Github releases (by release)

0.4.7-update

1 year ago

This is an update for AIDeveloper 0.4.0. Please first install AIDeveloper 0.4.0. Within AIDeveloper 0.4.0 go to the Menu 'Help'->'Check for updates' and use the dropdown-menu on the right to select an update file. After clicking 'Download + Install' restart AIDeveloper and voila, the update is done.

New feature

  • #45 Generate validation set by random sampling from training data (experimental feature)
  • Changed default behaviour for exporting: validation set is not exported anymore. If you want to export (save) it, go to Options->Export->Export Original Images

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Github releases (by release)

0.4.6-update

1 year ago

This is an update for AIDeveloper 0.4.0. Please first install AIDeveloper 0.4.0. Within AIDeveloper 0.4.0 go to the Menu 'Help'->'Check for updates' and use the dropdown-menu on the right to select an update file. After clicking 'Download + Install' restart AIDeveloper and voila, the update is done.

Bugfixes

  • Allow loading of sessions that had more than 99 classes (solve #53); many thanks to @aaaboypop who found the bug

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Github releases (by release)

0.4.5-update

1 year ago

This is an update for AIDeveloper 0.4.0. Please first install AIDeveloper 0.4.0. Within AIDeveloper 0.4.0 go to the Menu 'Help'->'Check for updates' and use the dropdown-menu on the right to select an update file. After clicking 'Download + Install' restart AIDeveloper and voila, the update is done.

Bugfixes

  • Allow more than 99 classes (solve #52); many thanks to @aaaboypop who found the bug

alt text

Github releases (by release)

0.4.4-update

1 year ago

This is an update for AIDeveloper 0.4.0. Please first install AIDeveloper 0.4.0. Within AIDeveloper 0.4.0 go to the Menu 'Help'->'Check for updates' and use the dropdown-menu on the right to select an update file. After clicking 'Download + Install' restart AIDeveloper and voila, the update is done.

Bugfixes

  • Support Export of Original and Cropped image for Grayscale, RGB, and multichannel image
  • Use more consistent parameter names in meta.xlsx file (all lower case and _ instead of space)

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Github releases (by release)

0.4.3-update

1 year ago

This is an update for AIDeveloper 0.4.0. Please first install AIDeveloper 0.4.0. Within AIDeveloper 0.4.0 go to the Menu 'Help'->'Check for updates' and use the dropdown-menu on the right to select an update file. After clicking 'Download + Install' restart AIDeveloper and the voila, the update is done.

New features

  • Support multichannel images

alt text

Github releases (by release)

0.4.2-update

1 year ago

This is an update for AIDeveloper 0.4.0. Please first install AIDeveloper 0.4.0. Within AIDeveloper 0.4.0 go to the Menu 'Help'->'Check for updates' and use the dropdown-menu on the right to select an update file. After clicking 'Download + Install' restart AIDeveloper and the voila, the update is done.

New features

  • Support multichannel images

alt text

Github releases (by release)

0.4.1-update

1 year ago

This is an update for AIDeveloper 0.4.0. Please first install AIDeveloper 0.4.0. Within AIDeveloper 0.4.0 go to the Menu 'Help'->'Check for updates' and use the dropdown-menu on the right to select an update file. After clicking 'Download + Install' restart AIDeveloper and the voila, the update is done.

Bugfixes

  • Support RGB images on Plotting-Tab

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Github releases (by release)

0.4.0

1 year ago
  • Fixed easy-update feature
  • support hdf5 compression methods via hdf5plugin

Limitation of the GPU Version: Only NVIDIA GPUs with a compute capability>=3.5 are supported. What is my compute capability? AID was tested on multiple Systems with different GPUs. On most systems, AID only worked after the 2nd start. If AID crashes or does not detect your GPU, you may need to update your GPU driver.

On Windows, Visual C++ needs to be installed . You will most likely need the x64 version: download link

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0.3.0

2 years ago

New features:

  • Support for NVIDIA RTX GPUs (only GPU driver is required -see below)
  • Massively updated software dependencies:
    • Python 3.9.10
    • TensorFlow 2.7.1
    • CUDA 11.2
    • ...

Limitation of the GPU Version: Only NVIDIA GPUs with a compute capability>=3.5 are supported. What is my compute capability? AID was tested on multiple Systems with different GPUs. On most systems, AID only worked after the 2nd start. If AID crashes or does not detect your GPU, you may need to update your GPU driver.

On Windows, Visual C++ needs to be installed . You will most likely need the x64 version: download link

Mac app was created by @Sophyzhq

Github All Releases