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