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from typing import Dict
from loguru import logger
from .anime_seg import AnimeSeg
from .gfpgan_plugin import GFPGANPlugin
from .interactive_seg import InteractiveSeg
from .realesrgan import RealESRGANUpscaler
from .remove_bg import RemoveBG
from .restoreformer import RestoreFormerPlugin
from ..schema import InteractiveSegModel, Device, RealESRGANModel
def build_plugins(
enable_interactive_seg: bool,
interactive_seg_model: InteractiveSegModel,
interactive_seg_device: Device,
enable_remove_bg: bool,
remove_bg_model: str,
enable_anime_seg: bool,
enable_realesrgan: bool,
realesrgan_device: Device,
realesrgan_model: RealESRGANModel,
enable_gfpgan: bool,
gfpgan_device: Device,
enable_restoreformer: bool,
restoreformer_device: Device,
no_half: bool,
) -> Dict:
plugins = {}
if enable_interactive_seg:
logger.info(f"Initialize {InteractiveSeg.name} plugin")
plugins[InteractiveSeg.name] = InteractiveSeg(
interactive_seg_model, interactive_seg_device
)
if enable_remove_bg:
logger.info(f"Initialize {RemoveBG.name} plugin")
plugins[RemoveBG.name] = RemoveBG(remove_bg_model)
if enable_anime_seg:
logger.info(f"Initialize {AnimeSeg.name} plugin")
plugins[AnimeSeg.name] = AnimeSeg()
if enable_realesrgan:
logger.info(
f"Initialize {RealESRGANUpscaler.name} plugin: {realesrgan_model}, {realesrgan_device}"
)
plugins[RealESRGANUpscaler.name] = RealESRGANUpscaler(
realesrgan_model,
realesrgan_device,
no_half=no_half,
)
if enable_gfpgan:
logger.info(f"Initialize {GFPGANPlugin.name} plugin")
if enable_realesrgan:
logger.info("Use realesrgan as GFPGAN background upscaler")
else:
logger.info(
f"GFPGAN no background upscaler, use --enable-realesrgan to enable it"
)
plugins[GFPGANPlugin.name] = GFPGANPlugin(
gfpgan_device,
upscaler=plugins.get(RealESRGANUpscaler.name, None),
)
if enable_restoreformer:
logger.info(f"Initialize {RestoreFormerPlugin.name} plugin")
plugins[RestoreFormerPlugin.name] = RestoreFormerPlugin(
restoreformer_device,
upscaler=plugins.get(RealESRGANUpscaler.name, None),
)
return plugins
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