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onnx-web/api/onnx_web/chain/blend_mask.py

47 lines
1.3 KiB
Python

from logging import getLogger
from typing import Optional
from PIL import Image
from ..output import save_image
from ..params import ImageParams, StageParams
from ..server import ServerContext
from ..utils import is_debug
from ..worker import ProgressCallback, WorkerContext
from .base import BaseStage
from .result import StageResult
logger = getLogger(__name__)
class BlendMaskStage(BaseStage):
def run(
self,
_worker: WorkerContext,
server: ServerContext,
_stage: StageParams,
_params: ImageParams,
sources: StageResult,
*,
stage_source: Optional[Image.Image] = None,
stage_mask: Optional[Image.Image] = None,
_callback: Optional[ProgressCallback] = None,
**kwargs,
) -> StageResult:
logger.info("blending image using mask")
mult_mask = Image.new("RGBA", stage_mask.size, color="black")
mult_mask.alpha_composite(stage_mask)
mult_mask = mult_mask.convert("L")
if is_debug():
save_image(server, "last-mask.png", stage_mask)
save_image(server, "last-mult-mask.png", mult_mask)
return StageResult(
images=[
Image.composite(stage_source, source, mult_mask)
for source in sources.as_image()
]
)