lightly-ai / lightly-ai/lightly-train
Early Stopping
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documentation
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- Python
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Description
So im fine-tuning a model with:
lightly_train.train_object_detection()
and im searching on how to set early stopping with parameters.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating the API documentation and parameter definition for lightly_train.train_object_detection(). Determine whether early stopping is already supported and how its parameters should be exposed. Done should clearly state the configuration and expected behavior, or define the required behavior before implementation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100