lllyasviel / lllyasviel/ControlNet
Custom loss function
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- Dominant language
- Python
- Stars
- 34.1k
- Forks
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Description
I am training my own ControlNet model, and I'd like to add some loss functions to focus on local regions, such as human face or hands. Are there any suggestions on how this can be done?
Contributor guide
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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
The issue names no files, tests, or entry point. Start by locating the ControlNet training and loss code, then clarify the proposed local-region objective for faces or hands. A concrete loss design, implementation scope, and completion criteria would need to be agreed before work starts.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100