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Added LeReS ControlNet image preprocessor.

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user1 2023-06-25 14:19:55 -07:00
parent b872e7a5e0
commit 414a04774c
1 changed files with 22 additions and 0 deletions
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invokeai/app/invocations/controlnet_image_processors.py
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@ -30,6 +30,7 @@ from controlnet_aux import (
ZoeDetector,
MediapipeFaceDetector,
SamDetector,
LeresDetector,
)
from controlnet_aux.util import ade_palette
@ -460,6 +461,27 @@ class MediapipeFaceProcessorInvocation(ImageProcessorInvocation, PILInvocationCo
processed_image = mediapipe_face_processor(image, max_faces=self.max_faces, min_confidence=self.min_confidence)
return processed_image
class LeresImageProcessorInvocation(ImageProcessorInvocation, PILInvocationConfig):
"""Applies leres processing to image"""
# fmt: off
type: Literal["leres_image_processor"] = "leres_image_processor"
# Inputs
thr_a: float = Field(default=0, description="Leres parameter `thr_a`")
thr_b: float = Field(default=0, description="Leres parameter `thr_b`")
boost: bool = Field(default=False, description="Whether to use boost mode")
detect_resolution: int = Field(default=512, ge=0, description="The pixel resolution for detection")
image_resolution: int = Field(default=512, ge=0, description="The pixel resolution for the output image")
# fmt: on
def run_processor(self, image):
leres_processor = LeresDetector.from_pretrained("lllyasviel/Annotators")
processed_image = leres_processor(image,
thr_a=self.thr_a,
thr_b=self.thr_b,
boost=self.boost,
detect_resolution=self.detect_resolution,
image_resolution=self.image_resolution)
return processed_image
class SegmentAnythingProcessorInvocation(ImageProcessorInvocation, PILInvocationConfig):
"""Applies segment anything processing to image"""