File size: 14,386 Bytes
194b4ef |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 |
import copy
import gradio as gr
from modules import scripts, scripts_postprocessing, errors, ui_settings, shared
from modules.processing import Processed, StableDiffusionProcessingTxt2Img
from replacer.options import EXT_NAME, needHideReplacerScript
from replacer.ui import replacer_main_ui
from replacer.generation_args import GenerationArgs, HiresFixArgs
from replacer.extensions import replacer_extensions
from replacer.tools import prepareMask
from replacer.generate import generate
from replacer.ui.tools_ui import prepareExpectedUIBehavior
if hasattr(scripts_postprocessing.ScriptPostprocessing, 'process_firstpass'): # webui >= 1.7
from modules.ui_components import InputAccordion
else:
InputAccordion = None
class ReplacerScript(scripts.Script):
def __init__(self):
self.gArgs: GenerationArgs = None
self.extra_includes: list = None
self.enable: bool = None
self.save_originals: bool = None
self.force_override_sd_model: bool = None
self.force_sd_model_checkpoint: str = None
self.save_samples: bool = None
self.override_seed: bool = None
self.append_positive_prompt: bool = None
def title(self):
return EXT_NAME
def show(self, is_img2img):
return scripts.AlwaysVisible
def ui(self, is_img2img):
try:
tabName = 'img2img' if is_img2img else 'txt2img'
with (
InputAccordion(False, label=EXT_NAME) if InputAccordion
else gr.Accordion(EXT_NAME, open=False)
as enable
):
if not InputAccordion:
with gr.Row():
enable = gr.Checkbox(False, label="Enable")
with gr.Row():
gr.Markdown(f'This script takes all {EXT_NAME} settings from its tab')
with gr.Row():
save_originals = gr.Checkbox(True, label="Save originals", elem_id=f'replacer_{tabName}_save_originals')
follow_txt2img_hires_fix = gr.Checkbox(True, label="Follow txt2img hires fix",
elem_id=f'replacer_{tabName}_follow_txt2img_hires_fix',visible=not is_img2img)
with gr.Row():
override_seed = gr.Checkbox(True, label=f"Use {tabName} seed",
elem_id=f'replacer_{tabName}_override_seed', tooltip=f"If false, seed in {EXT_NAME} tab is used")
append_positive_prompt = gr.Checkbox(False, label=f"Append positive prompt", elem_id=f'replacer_{tabName}_append_positive_prompt',
tooltip=f"If true, positive prompt from generation will be appended at the beginning of {EXT_NAME} tab's positive prompt")
with gr.Row():
force_override_sd_model = gr.Checkbox(label='Force override stable diffusion model',
value=True, elem_id=f"replacer_{tabName}_force_override_sd_model",
info='Be sure you use inpainting model here')
force_sd_model_checkpoint = ui_settings.create_setting_component('sd_model_checkpoint')
comp = replacer_main_ui.replacerMainUI.components
main_tab_inputs = [
comp.detectionPrompt,
comp.avoidancePrompt,
comp.positivePrompt,
comp.negativePrompt,
comp.upscaler_for_img2img,
comp.seed,
comp.sampler,
comp.scheduler,
comp.steps,
comp.box_threshold,
comp.mask_expand,
comp.mask_blur,
comp.max_resolution_on_detection,
comp.sam_model_name,
comp.dino_model_name,
comp.cfg_scale,
comp.denoise,
comp.inpaint_padding,
comp.inpainting_fill,
comp.width,
comp.height,
comp.batch_count,
comp.batch_size,
comp.inpainting_mask_invert,
comp.extra_includes,
comp.fix_steps,
comp.override_sd_model,
comp.sd_model_checkpoint,
comp.mask_num,
comp.avoid_mask_mode,
comp.avoidance_mask,
comp.only_custom_mask,
comp.custom_mask_mode,
comp.custom_mask,
comp.use_inpaint_diff,
comp.inpaint_diff_mask_view,
comp.clip_skip,
comp.pass_into_hires_fix_automatically,
comp.save_before_hires_fix,
comp.do_not_use_mask,
comp.rotation_fix,
comp.variation_seed,
comp.variation_strength,
comp.integer_only_masked,
comp.forbid_too_small_crop_region,
comp.correct_aspect_ratio,
comp.hf_upscaler,
comp.hf_steps,
comp.hf_sampler,
comp.hf_scheduler,
comp.hf_denoise,
comp.hf_cfg_scale,
comp.hfPositivePromptSuffix,
comp.hf_size_limit,
comp.hf_above_limit_upscaler,
comp.hf_unload_detection_models,
comp.hf_disable_cn,
comp.hf_extra_mask_expand,
comp.hf_positivePrompt,
comp.hf_negativePrompt,
comp.hf_sd_model_checkpoint,
comp.hf_extra_inpaint_padding,
comp.hf_extra_mask_blur,
comp.hf_randomize_seed,
comp.hf_soft_inpaint,
comp.hf_supersampling,
] + comp.cn_inputs \
+ comp.soft_inpaint_inputs
for i in range(len(main_tab_inputs)):
main_tab_inputs[i] = copy.copy(main_tab_inputs[i])
main_tab_inputs[i].do_not_save_to_config = True
inputs = [
enable,
save_originals,
force_override_sd_model,
force_sd_model_checkpoint,
follow_txt2img_hires_fix,
override_seed,
append_positive_prompt,
]
return inputs + main_tab_inputs
except:
return []
def before_process(self, p: StableDiffusionProcessingTxt2Img,
enable,
save_originals,
force_override_sd_model,
force_sd_model_checkpoint,
follow_txt2img_hires_fix,
override_seed,
append_positive_prompt,
detectionPrompt,
avoidancePrompt,
positivePrompt,
negativePrompt,
upscaler_for_img2img,
seed,
sampler,
scheduler,
steps,
box_threshold,
mask_expand,
mask_blur,
max_resolution_on_detection,
sam_model_name,
dino_model_name,
cfg_scale,
denoise,
inpaint_padding,
inpainting_fill,
width,
height,
batch_count,
batch_size,
inpainting_mask_invert,
extra_includes,
fix_steps,
override_sd_model,
sd_model_checkpoint,
mask_num,
avoid_mask_mode,
avoidance_mask,
only_custom_mask,
custom_mask_mode,
custom_mask,
use_inpaint_diff,
inpaint_diff_mask_view,
clip_skip,
pass_into_hires_fix_automatically,
save_before_hires_fix,
do_not_use_mask,
rotation_fix,
variation_seed,
variation_strength,
integer_only_masked,
forbid_too_small_crop_region,
correct_aspect_ratio,
hf_upscaler,
hf_steps,
hf_sampler,
hf_scheduler,
hf_denoise,
hf_cfg_scale,
hfPositivePromptSuffix,
hf_size_limit,
hf_above_limit_upscaler,
hf_unload_detection_models,
hf_disable_cn,
hf_extra_mask_expand,
hf_positivePrompt,
hf_negativePrompt,
hf_sd_model_checkpoint,
hf_extra_inpaint_padding,
hf_extra_mask_blur,
hf_randomize_seed,
hf_soft_inpaint,
hf_supersampling,
*scripts_args,
):
self.enable = enable
if not self.enable:
return
p.do_not_save_grid = True
self.save_samples = getattr(p, 'save_samples', lambda: True)()
if not save_originals:
p.do_not_save_samples = True
self.save_originals = save_originals
self.extra_includes = extra_includes
self.force_override_sd_model = force_override_sd_model
self.force_sd_model_checkpoint = force_sd_model_checkpoint
self.follow_txt2img_hires_fix = follow_txt2img_hires_fix
self.override_seed = override_seed
self.append_positive_prompt = append_positive_prompt
cn_args, soft_inpaint_args = replacer_extensions.prepareScriptsArgs(scripts_args)
hires_fix_args = HiresFixArgs(
upscaler = hf_upscaler,
steps = hf_steps,
sampler = hf_sampler,
scheduler = hf_scheduler,
denoise = hf_denoise,
cfg_scale = hf_cfg_scale,
positive_prompt_suffix = hfPositivePromptSuffix,
size_limit = hf_size_limit,
above_limit_upscaler = hf_above_limit_upscaler,
unload_detection_models = hf_unload_detection_models,
disable_cn = hf_disable_cn,
extra_mask_expand = hf_extra_mask_expand,
positive_prompt = hf_positivePrompt,
negative_prompt = hf_negativePrompt,
sd_model_checkpoint = hf_sd_model_checkpoint,
extra_inpaint_padding = hf_extra_inpaint_padding,
extra_mask_blur = hf_extra_mask_blur,
randomize_seed = hf_randomize_seed,
soft_inpaint = hf_soft_inpaint,
supersampling = hf_supersampling,
)
self.gArgs = GenerationArgs(
positivePrompt=positivePrompt,
negativePrompt=negativePrompt,
detectionPrompt=detectionPrompt,
avoidancePrompt=avoidancePrompt,
upscalerForImg2Img=upscaler_for_img2img,
seed=seed,
samModel=sam_model_name,
grdinoModel=dino_model_name,
boxThreshold=box_threshold,
maskExpand=mask_expand,
maxResolutionOnDetection=max_resolution_on_detection,
steps=steps,
sampler_name=sampler,
scheduler=scheduler,
mask_blur=mask_blur,
inpainting_fill=inpainting_fill,
batch_count=batch_count,
batch_size=batch_size,
cfg_scale=cfg_scale,
denoising_strength=denoise,
height=height,
width=width,
inpaint_full_res_padding=inpaint_padding,
img2img_fix_steps=fix_steps,
inpainting_mask_invert=inpainting_mask_invert,
images=None,
override_sd_model=override_sd_model,
sd_model_checkpoint=sd_model_checkpoint,
mask_num=mask_num,
avoidance_mask=prepareMask(avoid_mask_mode, avoidance_mask),
only_custom_mask=only_custom_mask,
custom_mask=prepareMask(custom_mask_mode, custom_mask),
use_inpaint_diff=use_inpaint_diff and inpaint_diff_mask_view is not None and \
replacer_extensions.inpaint_difference.Globals is not None and \
replacer_extensions.inpaint_difference.Globals.generated_mask is not None,
clip_skip=clip_skip,
pass_into_hires_fix_automatically=pass_into_hires_fix_automatically,
save_before_hires_fix=save_before_hires_fix,
do_not_use_mask=do_not_use_mask,
rotation_fix=rotation_fix,
variation_seed=variation_seed,
variation_strength=variation_strength,
integer_only_masked=integer_only_masked,
forbid_too_small_crop_region=forbid_too_small_crop_region,
correct_aspect_ratio=correct_aspect_ratio,
hires_fix_args=hires_fix_args,
cn_args=cn_args,
soft_inpaint_args=soft_inpaint_args,
)
prepareExpectedUIBehavior(self.gArgs)
def postprocess(self, p: StableDiffusionProcessingTxt2Img, processed: Processed, *args):
if not self.enable:
return
self.gArgs.images = [x.convert('RGBA') for x in processed.images[:len(processed.all_seeds)]]
if self.force_override_sd_model:
self.gArgs.override_sd_model = True
self.gArgs.sd_model_checkpoint = self.force_sd_model_checkpoint
if self.follow_txt2img_hires_fix and hasattr(p, 'enable_hr'):
self.gArgs.pass_into_hires_fix_automatically = p.enable_hr
if self.override_seed:
self.gArgs.seed = processed.all_seeds[0]
if self.append_positive_prompt:
self.gArgs.positivePrompt = processed.prompt + ", " + self.gArgs.positivePrompt
saveDir = p.outpath_samples if self.save_samples else None
saveToSubdirs = p.override_settings.get('save_to_dirs', None)
if saveToSubdirs is None: saveToSubdirs = shared.opts.save_to_dirs
try:
processedReplacer, allExtraImages = generate(self.gArgs, saveDir, saveToSubdirs, self.extra_includes)
except Exception as e:
print(f"[{EXT_NAME}] Exception: {e}")
return
if processedReplacer is None:
print(f"[{EXT_NAME}] No one image was processed")
return
if self.save_originals:
processed.images.extend(processedReplacer.images + allExtraImages)
processed.infotexts += processedReplacer.infotexts
else:
processed.images = processed.images[len(processed.all_seeds):]
processed.infotexts = processed.infotexts[len(processed.all_seeds):]
processed.images = processedReplacer.images + processed.images + allExtraImages
processed.infotexts = processedReplacer.infotexts[:len(processedReplacer.images)] + processed.infotexts + processedReplacer.infotexts[len(processedReplacer.images):]
if needHideReplacerScript():
del ReplacerScript
|