dvclive
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iterative
integrations: ultralytics/yolo
Need to document the yolo callback from https://github.com/ultralytics/ultralytics/blob/main/ultralytics/yolo/utils/callbacks/dvc.py into dvclive and utralytics docs.
Ultralytics generates their docs for all the callbacks I think? Or do you want to add a more comprehensive overview, etc? I was thinking about this, but I don't feel we are ready for that. I don't know how to use the callback in the real project yet. (specifically, what do with images folder, how to combine it with the existing dvc.yaml, etc)- I felt we need some time to address those (or agree that those are not important / we have a good workaround).
Ultralytics generates their docs for all the callbacks I think?
This is the only thing rendered, which is not very helpful I guess https://docs.ultralytics.com/reference/yolo/utils/callbacks/dvc/ Can we add some docstrings?
Or do you want to add a more comprehensive overview, etc?
I think we could start by adding a page to our docs https://dvc.org/doc/dvclive/ml-frameworks with minimum explanation on how to use it.
There is also this in the ultralytics docs: https://docs.ultralytics.com/modes/train/#logging but TBH I don't really understand the page (Maybe it is me but I haven't figured out yet how to set up / use any logger just form the docs)
I was thinking about this, but I don't feel we are ready for that. I don't know how to use the callback in the real project yet. (specifically, what do with images folder, how to combine it with the existing dvc.yaml, etc)- I felt we need some time to address those (or agree that those are not important / we have a good workaround).
I was also planning to try to use it in a project myself and see what is going on. Also, I see that images can be valuable but can we start by not using them? Other loggers don't do anything with them and I think it is ok to start with metrics and linear plots while we figure this other things
Also, I see that images can be valuable but can we start by not using them? Other loggers don't do anything with them and I think it is ok to start with metrics and linear plots while we figure this other things
All loggers actually do log them, and support per step navigation.
I think we could start by adding a page to our docs https://dvc.org/doc/dvclive/ml-frameworks with minimum explanation on how to use it.
Yes, I can start on that.
I think it's not done, right? We still don't have docs / guide on the YOLO side, let's keep it open for now?
Relevant https://github.com/ultralytics/ultralytics/pull/4343#issuecomment-1676447390
Lowering to p2, as we have a decent enough integration and docs in what we can control (dvc.org), not sure what is left beyond docs/guide on YOLO side