alibaba
Validation
I see that you have validation turned off in your training script: https://github.com/alibaba/ClickSEG/blob/d61a76b2c88c56106e97d505ce41d16aa2535021/isegm/engine/baseline_trainer.py#L125
Moreover, the code would not work because of https://github.com/alibaba/ClickSEG/blob/d61a76b2c88c56106e97d505ce41d16aa2535021/isegm/data/transforms.py#L8 This should be
from albumentations.augmentations.geometric import functional as F
because that's where resize() is located.
Now, the question: did you use those validation augmentations to come up with the training schedule? How important are they?
I just remove the validation from the code provided by RITM. I do not make validation during training because it could not indicate the evaluation performance. Instead, I save the visualization results during training and observe the losses.
