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

35 lines
872 B
Python

from logging import getLogger
from typing import Callable
from PIL import Image
from ..params import ImageParams, Size, StageParams
from ..server import ServerContext
from ..worker import WorkerContext
logger = getLogger(__name__)
def source_noise(
_job: WorkerContext,
_server: ServerContext,
_stage: StageParams,
_params: ImageParams,
source: Image.Image,
*,
size: Size,
noise_source: Callable,
stage_source: Image.Image,
**kwargs,
) -> Image.Image:
source = stage_source or source
logger.info("generating image from noise source")
if source is not None:
logger.warn("a source image was passed to a noise stage, but will be discarded")
output = noise_source(source, (size.width, size.height), (0, 0))
logger.info("final output image size: %sx%s", output.width, output.height)
return output