mirror of
https://github.com/invoke-ai/InvokeAI
synced 2024-08-30 20:32:17 +00:00
all files migrated; tweaks needed
This commit is contained in:
42
invokeai/app/invocations/cv.py
Normal file
42
invokeai/app/invocations/cv.py
Normal file
@ -0,0 +1,42 @@
|
||||
# Copyright (c) 2022 Kyle Schouviller (https://github.com/kyle0654)
|
||||
|
||||
from typing import Literal
|
||||
import numpy
|
||||
from pydantic import Field
|
||||
from PIL import Image, ImageOps
|
||||
import cv2 as cv
|
||||
from .image import ImageField, ImageOutput
|
||||
from .baseinvocation import BaseInvocation, InvocationContext
|
||||
from ..services.image_storage import ImageType
|
||||
|
||||
|
||||
class CvInpaintInvocation(BaseInvocation):
|
||||
"""Simple inpaint using opencv."""
|
||||
type: Literal['cv_inpaint'] = 'cv_inpaint'
|
||||
|
||||
# Inputs
|
||||
image: ImageField = Field(default=None, description="The image to inpaint")
|
||||
mask: ImageField = Field(default=None, description="The mask to use when inpainting")
|
||||
|
||||
def invoke(self, context: InvocationContext) -> ImageOutput:
|
||||
image = context.services.images.get(self.image.image_type, self.image.image_name)
|
||||
mask = context.services.images.get(self.mask.image_type, self.mask.image_name)
|
||||
|
||||
# Convert to cv image/mask
|
||||
# TODO: consider making these utility functions
|
||||
cv_image = cv.cvtColor(numpy.array(image.convert('RGB')), cv.COLOR_RGB2BGR)
|
||||
cv_mask = numpy.array(ImageOps.invert(mask))
|
||||
|
||||
# Inpaint
|
||||
cv_inpainted = cv.inpaint(cv_image, cv_mask, 3, cv.INPAINT_TELEA)
|
||||
|
||||
# Convert back to Pillow
|
||||
# TODO: consider making a utility function
|
||||
image_inpainted = Image.fromarray(cv.cvtColor(cv_inpainted, cv.COLOR_BGR2RGB))
|
||||
|
||||
image_type = ImageType.INTERMEDIATE
|
||||
image_name = context.services.images.create_name(context.graph_execution_state_id, self.id)
|
||||
context.services.images.save(image_type, image_name, image_inpainted)
|
||||
return ImageOutput(
|
||||
image = ImageField(image_type = image_type, image_name = image_name)
|
||||
)
|
Reference in New Issue
Block a user