Skip to content

Enable usage without internet by specifying a checkpoints directory #117

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 2 commits into
base: master
Choose a base branch
from
Open

Enable usage without internet by specifying a checkpoints directory #117

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
e9e15b8
enable local checkpoints directory
yuvalkirstain Dec 14, 2024
93329bf
log checkpoints dir used
yuvalkirstain Dec 14, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
10 changes: 6 additions & 4 deletions src/controlnet_aux/processor.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,7 @@


class Processor:
def __init__(self, processor_id: str, params: Optional[Dict] = None) -> None:
def __init__(self, processor_id: str, params: Optional[Dict] = None, checkpoints_dir: Optional[str] = None) -> None:
"""Processor that can be used to process images with controlnet aux processors

Args:
Expand All @@ -97,15 +97,15 @@ def __init__(self, processor_id: str, params: Optional[Dict] = None) -> None:
raise ValueError(f"{processor_id} is not a valid processor id. Please make sure to choose one of {', '.join(MODELS.keys())}")

self.processor_id = processor_id
self.processor = self.load_processor(self.processor_id)
self.processor = self.load_processor(self.processor_id, checkpoints_dir)

# load default params
self.params = MODEL_PARAMS[self.processor_id]
# update with user params
if params:
self.params.update(params)

def load_processor(self, processor_id: str) -> 'Processor':
def load_processor(self, processor_id: str, checkpoints_dir: Optional[str] = None) -> 'Processor':
"""Load controlnet aux processors

Args:
Expand All @@ -118,7 +118,9 @@ def load_processor(self, processor_id: str) -> 'Processor':

# check if the proecssor is a checkpoint model
if MODELS[processor_id]['checkpoint']:
processor = processor.from_pretrained("lllyasviel/Annotators")
checkpoints_dir = "lllyasviel/Annotators" if checkpoints_dir is None else checkpoints_dir
LOGGER.info(f"Loading {processor_id} from {checkpoints_dir}")
processor = processor.from_pretrained(checkpoints_dir)
else:
processor = processor()
return processor
Expand Down