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

37 lines
955 B
Python

from logging import getLogger
from typing import Optional
from PIL import Image
from ..params import ImageParams, StageParams
from ..server import ServerContext
from ..worker import ProgressCallback, WorkerContext
from .base import BaseStage
from .result import StageResult
logger = getLogger(__name__)
class BlendLinearStage(BaseStage):
def run(
self,
_worker: WorkerContext,
_server: ServerContext,
_stage: StageParams,
_params: ImageParams,
sources: StageResult,
*,
alpha: float,
stage_source: Optional[Image.Image] = None,
_callback: Optional[ProgressCallback] = None,
**kwargs,
) -> StageResult:
logger.info("blending source images using linear interpolation")
return StageResult(
images=[
Image.blend(source, stage_source, alpha)
for source in sources.as_image()
]
)