lllyasviel / lllyasviel/ControlNet
ControlNet high contrast image
- Dominant language
- Python
- Stars
- 34.1k
- Forks
- 3k
- PR merge metrics
- No merged PRs in 30d
Description
Hi, I have been training ControlNet in a style transfer manner.
But the generated outputs colors are somewhat dimmed.
Should I normalize image channelwise ?
I have been training with 2 GPUs w/ batch size = 2 and accumulate_grad = 4
Should I increase the batch size ?
GT image
Output image
Contributor guide
No contributing guide indexed for this repository
Research direction
The issue names no files, tests, or entry points; begin by reviewing the linked ground-truth and output images and reproducing the reported dimmed colors with the stated training setup. Done is not defined because the report asks for advice about channel normalization and batch size rather than a concrete repository change.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100