auto_2d_class_selection
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auto_2d_class_selection [2019/07/11 10:08] twagner [The Model] |
auto_2d_class_selection [2019/07/11 14:03] twagner |
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| ====== The Model ====== | ====== The Model ====== | ||
| Our model was trained on a set of 2D classes from ISAC. During the creation of the training dataset, I tried to ask myself "Which class would I select If I would not know the particle?" | Our model was trained on a set of 2D classes from ISAC. During the creation of the training dataset, I tried to ask myself "Which class would I select If I would not know the particle?" | ||
| - | < | + | < |
| The training dataset does **not contain any Relion classes**, so it might be that Cinderella will not work with well them. | The training dataset does **not contain any Relion classes**, so it might be that Cinderella will not work with well them. | ||
| </ | </ | ||
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| [[auto2d_tutorial# | [[auto2d_tutorial# | ||
| + | ====Archive==== | ||
| Old version of cinderella and the pretrained model can be found in the [[cinderella_archive|archive]] | Old version of cinderella and the pretrained model can be found in the [[cinderella_archive|archive]] | ||
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| * More data augmentation (add rotation) | * More data augmentation (add rotation) | ||
| * Better sampling of validation data. It is now ensured that each file contributes some validation data. | * Better sampling of validation data. It is now ensured that each file contributes some validation data. | ||
| + | * Updated tensorflow to 1.12.3 | ||
| ====== Contribute ====== | ====== Contribute ====== | ||
| Here is the repository of our training data: | Here is the repository of our training data: | ||
auto_2d_class_selection.txt ยท Last modified: 2020/08/27 15:11 by twagner
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