mirror of
https://github.com/vladmandic/automatic
synced 2026-08-25 22:20:46 +02:00
Vladimir Mandic
78 lines
4.1 KiB
Python
78 lines
4.1 KiB
Python
from typing import TYPE_CHECKING
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import gradio as gr
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from modules import scripts_postprocessing
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if TYPE_CHECKING:
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from modules.postprocess.seedvr_model import UpscalerSeedVR
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class ScriptSeedVR(scripts_postprocessing.ScriptPostprocessing):
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name = "SeedVR"
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def ui(self):
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from modules.postprocess.seedvr_model import MODELS_MAP
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with gr.Accordion(self.name, open = False, elem_id="postprocess_seedvr_accordion"):
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with gr.Row():
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seedvr_enabled = gr.Checkbox(label="Enable SeedVR", value=False, elem_id="extras_seedvr_enabled")
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with gr.Row():
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seedvr_selected = gr.Dropdown(label="SeedVR model", choices=list(MODELS_MAP.keys()), value=list(MODELS_MAP.keys())[0], elem_id="extras_seedvr_model")
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with gr.Row():
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seedvr_scale = gr.Slider(minimum=1, maximum=16, step=0.1, value=2, label="SeedVR scale", elem_id="extras_seedvr_scale")
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seedvr_seed = gr.Number(step=1, value=-1, label="SeedVR seed", elem_id="extras_seedvr_seed")
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seedvr_steps = gr.Number(step=1, value=1, minimum=1, maximum=99, label="SeedVR steps", elem_id="extras_seedvr_steps", visible=False)
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with gr.Row():
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seedvr_cfg_scale = gr.Slider(minimum=0.0, maximum=15.0, step=0.01, value=1.5, label="SeedVR guidance scale", elem_id="extras_seedvr_cfg_scale")
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seedvr_cfg_rescale = gr.Slider(minimum=0.0, maximum=15.0, step=0.01, value=0.0, label="SeedVR guidance rescale", elem_id="extras_seedvr_cfg_rescale")
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with gr.Row():
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seedvr_tile_size = gr.Slider(minimum=64, maximum=4096, step=8, value=1024, label="SeedVR tile size", elem_id="extras_seedvr_tile_size")
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seedvr_tile_overlap = gr.Slider(minimum=0, maximum=1.0, step=0.01, value=0.25, label="SeedVR tile overlap", elem_id="extras_seedvr_tile_overlap")
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return {
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"seedvr_enabled": seedvr_enabled,
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"seedvr_selected": seedvr_selected,
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"seedvr_scale": seedvr_scale,
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"seedvr_seed": seedvr_seed,
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"seedvr_steps": seedvr_steps,
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"seedvr_cfg_scale": seedvr_cfg_scale,
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"seedvr_cfg_rescale": seedvr_cfg_rescale,
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"seedvr_tile_size": seedvr_tile_size,
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"seedvr_tile_overlap": seedvr_tile_overlap,
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}
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def process(self,
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pp: scripts_postprocessing.PostprocessedImage,
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seedvr_enabled: bool,
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seedvr_selected: str,
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seedvr_scale: int,
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seedvr_seed: int,
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seedvr_steps: int,
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seedvr_cfg_scale: float,
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seedvr_cfg_rescale: float,
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seedvr_tile_size: int,
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seedvr_tile_overlap: float
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): # pylint: disable=arguments-differ
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if not seedvr_enabled:
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return
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from modules import shared, upscaler
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from modules.logger import log
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image = pp.image
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instance: upscaler.UpscalerData = next(iter([x for x in shared.sd_upscalers if x.name == seedvr_selected]), None)
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scaler: UpscalerSeedVR = instance.scaler
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log.info(f'Upscaler: type="SeedVR" model="{seedvr_selected}" scale={seedvr_scale} seed={seedvr_seed} steps={seedvr_steps} cfg_scale={seedvr_cfg_scale} cfg_rescale={seedvr_cfg_rescale} tile_size={seedvr_tile_size} tile_overlap={seedvr_tile_overlap}')
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jobid = shared.state.begin('Upscale')
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scaler.scale = float(seedvr_scale)
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upscaled = scaler.do_upscale(image,
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seedvr_selected,
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cfg_scale=seedvr_cfg_scale,
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cfg_rescale=seedvr_cfg_rescale,
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steps=seedvr_steps,
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seed=seedvr_seed,
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tile_size=seedvr_tile_size,
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tile_overlap=seedvr_tile_overlap,
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)
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shared.state.end(jobid)
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pp.image = upscaled
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pp.info["SeedVR"] = f"Scale={seedvr_scale} Seed={seedvr_seed} CFG Scale={seedvr_cfg_scale} CFG Rescale={seedvr_cfg_rescale}"
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