You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
I am wondering if there is a way to combine all folds of the auto3dseg training into one model with the best rankings combined. Using the model ensemble functionality is tricky if you want to deliver models only to a customer and individual models perform significantly worse than the model ensemble output.
From what I have seen, the current implementation requires the auto3dseg work_dir which has all training information stored in order to make the ranking decisions.
reacted with thumbs up emoji reacted with thumbs down emoji reacted with laugh emoji reacted with hooray emoji reacted with confused emoji reacted with heart emoji reacted with rocket emoji reacted with eyes emoji
-
Hello,
I am wondering if there is a way to combine all folds of the auto3dseg training into one model with the best rankings combined. Using the model ensemble functionality is tricky if you want to deliver models only to a customer and individual models perform significantly worse than the model ensemble output.
From what I have seen, the current implementation requires the auto3dseg work_dir which has all training information stored in order to make the ranking decisions.
https://github.com/Project-MONAI/tutorials/blob/main/auto3dseg/docs/ensemble.md
Beta Was this translation helpful? Give feedback.
All reactions