Validation
- Dominant language
- Python
- Stars
- 41
- Forks
- 47
- PR merge metrics
- No merged PRs in 30d
Description
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?
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Research direction
Start with isegm/engine/baseline_trainer.py at line 125 and isegm/data/transforms.py at line 8. Check how validation augmentations are enabled and how they relate to the training schedule, then verify the transforms import and determine whether validation augmentations affected training. Done means the import issue is resolved and the role of those augmentations is clearly established.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100