Maartendrinhuyzen ai4mi_project issues

Maartendrinhuyzen / ai4mi_project

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Draft up presentation and share with others

#25 Maartendrinhuyzen closed 1 week ago
0
Implement at least 1 post processing metric

#24 Maartendrinhuyzen opened 1 week ago
1
METRICS TO 3D (also replace hausdorff with x-percentile

#23 Maartendrinhuyzen opened 1 week ago
0
Implement more 3d metrics (additional to the DICE)

#22 Maartendrinhuyzen opened 1 week ago
0
Implement / improve attention based on an academic paper

#21 Maartendrinhuyzen opened 1 week ago
3
Visualize a single item or batch from the test set

#20 Maartendrinhuyzen opened 1 week ago
0
Find a better/different model (UNet)

#19 Maartendrinhuyzen closed 2 weeks ago
0
Create latex report template

#18 Maartendrinhuyzen opened 2 weeks ago
0
Create code to visualize results in a visually appealing manner for report

#17 Maartendrinhuyzen opened 2 weeks ago
4
Implement 3d metrics (at least DICE) for evaluation

#16 Maartendrinhuyzen closed 1 week ago
2
Add attention mechanism to Unet (or Enet)

#15 Maartendrinhuyzen closed 2 weeks ago
2
Apply gaussian noise for data augmentation (or something other than gaussian noise)

#14 Maartendrinhuyzen opened 2 weeks 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 2 weeks ago
0
[NON-TECHNICAL] Research impact of affine transformation and compare to base dataset

#12 Maartendrinhuyzen opened 2 weeks ago
0
[NON-TECHNICAL] Do a thorough hyperparameter study with the tune_hyperparameter.job file

#11 Maartendrinhuyzen opened 2 weeks ago
0
add k-fold validation to the pipeline

#10 Maartendrinhuyzen closed 2 weeks ago
1
Prepare slides for the midterm presentation

#9 Maartendrinhuyzen closed 3 weeks ago
0
Find one kernel for the model that improves performance

#8 Maartendrinhuyzen opened 1 month ago
0
Create scripts to research hyperparameters i.e. epochs, learning rate etc.

#7 Maartendrinhuyzen closed 2 weeks ago
2
Rebuild architecture to allow 3d processing

#6 Maartendrinhuyzen opened 1 month ago
1
Implement the 3 metrics for training time

#5 Maartendrinhuyzen opened 1 month ago
5
Find an application for affine transformation in preprocess step

#4 Maartendrinhuyzen closed 2 weeks ago
3
Improve Loss Fn

#3 Maartendrinhuyzen closed 4 weeks ago
3
Find a better optimizer than Adam

#2 Maartendrinhuyzen closed 1 month ago
4
Find 3 metrics in total, besides DICE. Look at 'metrics reloaded' paper

#1 Maartendrinhuyzen closed 3 weeks ago
3