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-rw-r--r--src/mcp_sd15/preprocessors/openpose.py27
1 files changed, 27 insertions, 0 deletions
diff --git a/src/mcp_sd15/preprocessors/openpose.py b/src/mcp_sd15/preprocessors/openpose.py
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+++ b/src/mcp_sd15/preprocessors/openpose.py
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+"""OpenPose body or body+hand+face preprocessing."""
+
+from __future__ import annotations
+
+from PIL import Image
+
+
+class OpenPosePreprocessor:
+ """Lazily loads the fixed OpenPose annotator from the local cache."""
+
+ def __init__(self) -> None:
+ self._detector: object | None = None
+
+ def __call__(self, image: Image.Image, *, full: bool) -> Image.Image:
+ if self._detector is None:
+ from controlnet_aux import OpenposeDetector
+
+ self._detector = OpenposeDetector.from_pretrained(
+ "lllyasviel/Annotators", local_files_only=True
+ )
+ result = self._detector( # type: ignore[operator]
+ image,
+ include_body=True,
+ include_hand=full,
+ include_face=full,
+ )
+ return result.convert("RGB")