71 lines
3.0 KiB
Python
71 lines
3.0 KiB
Python
import modules.scripts
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from modules.processing import StableDiffusionProcessing, Processed, StableDiffusionProcessingTxt2Img, \
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StableDiffusionProcessingImg2Img, process_images
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from modules.shared import opts, cmd_opts
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import modules.shared as shared
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import modules.processing as processing
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from modules.ui import plaintext_to_html
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def txt2img(prompt: str, negative_prompt: str, prompt_style: str, prompt_style2: str, steps: int, sampler_index: int,
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restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, seed: int, subseed: int,
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subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, seed_enable_extras: bool,
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height: int, width: int, enable_hr: bool, denoising_strength: float, firstphase_width: int,
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firstphase_height: int, aesthetic_lr=0,
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aesthetic_weight=0, aesthetic_steps=0,
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aesthetic_imgs=None,
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aesthetic_slerp=False,
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aesthetic_imgs_text="",
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aesthetic_slerp_angle=0.15,
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aesthetic_text_negative=False, *args):
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p = StableDiffusionProcessingTxt2Img(
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sd_model=shared.sd_model,
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outpath_samples=opts.outdir_samples or opts.outdir_txt2img_samples,
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outpath_grids=opts.outdir_grids or opts.outdir_txt2img_grids,
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prompt=prompt,
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styles=[prompt_style, prompt_style2],
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negative_prompt=negative_prompt,
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seed=seed,
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subseed=subseed,
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subseed_strength=subseed_strength,
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seed_resize_from_h=seed_resize_from_h,
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seed_resize_from_w=seed_resize_from_w,
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seed_enable_extras=seed_enable_extras,
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sampler_index=sampler_index,
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batch_size=batch_size,
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n_iter=n_iter,
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steps=steps,
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cfg_scale=cfg_scale,
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width=width,
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height=height,
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restore_faces=restore_faces,
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tiling=tiling,
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enable_hr=enable_hr,
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denoising_strength=denoising_strength if enable_hr else None,
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firstphase_width=firstphase_width if enable_hr else None,
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firstphase_height=firstphase_height if enable_hr else None,
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)
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shared.aesthetic_clip.set_aesthetic_params(float(aesthetic_lr), float(aesthetic_weight), int(aesthetic_steps),
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aesthetic_imgs, aesthetic_slerp, aesthetic_imgs_text, aesthetic_slerp_angle,
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aesthetic_text_negative)
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if cmd_opts.enable_console_prompts:
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print(f"\ntxt2img: {prompt}", file=shared.progress_print_out)
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processed = modules.scripts.scripts_txt2img.run(p, *args)
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if processed is None:
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processed = process_images(p)
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shared.total_tqdm.clear()
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generation_info_js = processed.js()
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if opts.samples_log_stdout:
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print(generation_info_js)
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if opts.do_not_show_images:
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processed.images = []
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return processed.images, generation_info_js, plaintext_to_html(processed.info)
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