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Maartendrinhuyzen
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ai4mi_project
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Draft up presentation and share with others
#25
Maartendrinhuyzen
closed
1 month ago
0
Implement at least 1 post processing metric
#24
Maartendrinhuyzen
opened
1 month ago
1
METRICS TO 3D (also replace hausdorff with x-percentile
#23
Maartendrinhuyzen
opened
1 month ago
0
Implement more 3d metrics (additional to the DICE)
#22
Maartendrinhuyzen
opened
1 month ago
0
Implement / improve attention based on an academic paper
#21
Maartendrinhuyzen
opened
1 month ago
3
Visualize a single item or batch from the test set
#20
Maartendrinhuyzen
opened
1 month ago
0
Find a better/different model (UNet)
#19
Maartendrinhuyzen
closed
1 month ago
0
Create latex report template
#18
Maartendrinhuyzen
opened
1 month ago
0
Create code to visualize results in a visually appealing manner for report
#17
Maartendrinhuyzen
opened
1 month ago
4
Implement 3d metrics (at least DICE) for evaluation
#16
Maartendrinhuyzen
closed
1 month ago
2
Add attention mechanism to Unet (or Enet)
#15
Maartendrinhuyzen
closed
1 month ago
2
Apply gaussian noise for data augmentation (or something other than gaussian noise)
#14
Maartendrinhuyzen
opened
1 month ago
0
[NON-TECHNICAL] Make a full analysis on the performance between the different models (Unet, Enet, and their presets Focal, balanced etc.)
#13
Maartendrinhuyzen
opened
1 month ago
0
[NON-TECHNICAL] Research impact of affine transformation and compare to base dataset
#12
Maartendrinhuyzen
opened
1 month ago
0
[NON-TECHNICAL] Do a thorough hyperparameter study with the tune_hyperparameter.job file
#11
Maartendrinhuyzen
opened
1 month ago
0
add k-fold validation to the pipeline
#10
Maartendrinhuyzen
closed
1 month ago
1
Prepare slides for the midterm presentation
#9
Maartendrinhuyzen
closed
1 month ago
0
Find one kernel for the model that improves performance
#8
Maartendrinhuyzen
opened
2 months ago
0
Create scripts to research hyperparameters i.e. epochs, learning rate etc.
#7
Maartendrinhuyzen
closed
1 month ago
2
Rebuild architecture to allow 3d processing
#6
Maartendrinhuyzen
opened
2 months ago
1
Implement the 3 metrics for training time
#5
Maartendrinhuyzen
opened
2 months ago
5
Find an application for affine transformation in preprocess step
#4
Maartendrinhuyzen
closed
1 month ago
3
Improve Loss Fn
#3
Maartendrinhuyzen
closed
2 months ago
3
Find a better optimizer than Adam
#2
Maartendrinhuyzen
closed
2 months ago
4
Find 3 metrics in total, besides DICE. Look at 'metrics reloaded' paper
#1
Maartendrinhuyzen
closed
1 month ago
3