from logging import getLogger from typing import List, Optional from PIL import Image from onnx_web.output import save_image from ..params import ImageParams, StageParams from ..server.device_pool import JobContext, ProgressCallback from ..utils import ServerContext, is_debug logger = getLogger(__name__) def blend_mask( _job: JobContext, server: ServerContext, _stage: StageParams, _params: ImageParams, *, sources: Optional[List[Image.Image]] = None, mask: Optional[Image.Image] = None, _callback: ProgressCallback = None, **kwargs, ) -> Image.Image: logger.info("blending image using mask") mult_mask = Image.new("RGBA", mask.size, color="black") mult_mask.alpha_composite(mask) mult_mask = mult_mask.convert("L") if is_debug(): save_image(server, "last-mask.png", mask) save_image(server, "last-mult-mask.png", mult_mask) for source in sources: source.thumbnail(mult_mask.size) return Image.composite(sources[0], sources[1], mult_mask)