awqwqwq/foooocus4
0
1import gradio as gr2import random3import os4import json5import time6import shared7import modules.config8import fooocus_version9import modules.html10import modules.async_worker as worker11import modules.constants as constants12import modules.flags as flags13import modules.gradio_hijack as grh14import modules.advanced_parameters as advanced_parameters15import modules.style_sorter as style_sorter16import modules.meta_parser17import args_manager18import copy19 20from modules.sdxl_styles import legal_style_names21from modules.private_logger import get_current_html_path22from modules.ui_gradio_extensions import reload_javascript23from modules.auth import auth_enabled, check_auth24 25 26def generate_clicked(*args):27 import ldm_patched.modules.model_management as model_management28 29 with model_management.interrupt_processing_mutex:30 model_management.interrupt_processing = False31 32 # outputs=[progress_html, progress_window, progress_gallery, gallery]33 34 execution_start_time = time.perf_counter()35 task = worker.AsyncTask(args=list(args))36 finished = False37 38 yield gr.update(visible=True, value=modules.html.make_progress_html(1, 'Waiting for task to start ...')), \39 gr.update(visible=True, value=None), \40 gr.update(visible=False, value=None), \41 gr.update(visible=False)42 43 worker.async_tasks.append(task)44 45 while not finished:46 time.sleep(0.01)47 if len(task.yields) > 0:48 flag, product = task.yields.pop(0)49 if flag == 'preview':50 51 # help bad internet connection by skipping duplicated preview52 if len(task.yields) > 0: # if we have the next item53 if task.yields[0][0] == 'preview': # if the next item is also a preview54 # print('Skipped one preview for better internet connection.')55 continue56 57 percentage, title, image = product58 yield gr.update(visible=True, value=modules.html.make_progress_html(percentage, title)), \59 gr.update(visible=True, value=image) if image is not None else gr.update(), \60 gr.update(), \61 gr.update(visible=False)62 if flag == 'results':63 yield gr.update(visible=True), \64 gr.update(visible=True), \65 gr.update(visible=True, value=product), \66 gr.update(visible=False)67 if flag == 'finish':68 yield gr.update(visible=False), \69 gr.update(visible=False), \70 gr.update(visible=False), \71 gr.update(visible=True, value=product)72 finished = True73 74 execution_time = time.perf_counter() - execution_start_time75 print(f'Total time: {execution_time:.2f} seconds')76 return77 78 79reload_javascript()80 81title = f'Fooocus {fooocus_version.version}'82 83if isinstance(args_manager.args.preset, str):84 title += ' ' + args_manager.args.preset85 86shared.gradio_root = gr.Blocks(87 title=title,88 css=modules.html.css).queue()89 90with shared.gradio_root:91 with gr.Row():92 with gr.Column(scale=2):93 with gr.Row():94 progress_window = grh.Image(label='Preview', show_label=True, visible=False, height=768,95 elem_classes=['main_view'])96 progress_gallery = gr.Gallery(label='Finished Images', show_label=True, object_fit='contain',97 height=768, visible=False, elem_classes=['main_view', 'image_gallery'])98 progress_html = gr.HTML(value=modules.html.make_progress_html(32, 'Progress 32%'), visible=False,99 elem_id='progress-bar', elem_classes='progress-bar')100 gallery = gr.Gallery(label='Gallery', show_label=False, object_fit='contain', visible=True, height=768,101 elem_classes=['resizable_area', 'main_view', 'final_gallery', 'image_gallery'],102 elem_id='final_gallery')103 with gr.Row(elem_classes='type_row'):104 with gr.Column(scale=17):105 prompt = gr.Textbox(show_label=False, placeholder="Type prompt here or paste parameters.", elem_id='positive_prompt',106 container=False, autofocus=True, elem_classes='type_row', lines=1024)107 108 default_prompt = modules.config.default_prompt109 if isinstance(default_prompt, str) and default_prompt != '':110 shared.gradio_root.load(lambda: default_prompt, outputs=prompt)111 112 with gr.Column(scale=3, min_width=0):113 generate_button = gr.Button(label="Generate", value="Generate", elem_classes='type_row', elem_id='generate_button', visible=True)114 load_parameter_button = gr.Button(label="Load Parameters", value="Load Parameters", elem_classes='type_row', elem_id='load_parameter_button', visible=False)115 skip_button = gr.Button(label="Skip", value="Skip", elem_classes='type_row_half', visible=False)116 stop_button = gr.Button(label="Stop", value="Stop", elem_classes='type_row_half', elem_id='stop_button', visible=False)117 118 def stop_clicked():119 import ldm_patched.modules.model_management as model_management120 shared.last_stop = 'stop'121 model_management.interrupt_current_processing()122 return [gr.update(interactive=False)] * 2123 124 def skip_clicked():125 import ldm_patched.modules.model_management as model_management126 shared.last_stop = 'skip'127 model_management.interrupt_current_processing()128 return129 130 stop_button.click(stop_clicked, outputs=[skip_button, stop_button],131 queue=False, show_progress=False, _js='cancelGenerateForever')132 skip_button.click(skip_clicked, queue=False, show_progress=False)133 with gr.Row(elem_classes='advanced_check_row'):134 input_image_checkbox = gr.Checkbox(label='Input Image', value=False, container=False, elem_classes='min_check')135 advanced_checkbox = gr.Checkbox(label='Advanced', value=modules.config.default_advanced_checkbox, container=False, elem_classes='min_check')136 with gr.Row(visible=False) as image_input_panel:137 with gr.Tabs():138 with gr.TabItem(label='Upscale or Variation') as uov_tab:139 with gr.Row():140 with gr.Column():141 uov_input_image = grh.Image(label='Drag above image to here', source='upload', type='numpy')142 with gr.Column():143 uov_method = gr.Radio(label='Upscale or Variation:', choices=flags.uov_list, value=flags.disabled)144 gr.HTML('<a href="https://github.com/lllyasviel/Fooocus/discussions/390" target="_blank">\U0001F4D4 Document</a>')145 with gr.TabItem(label='Image Prompt') as ip_tab:146 with gr.Row():147 ip_images = []148 ip_types = []149 ip_stops = []150 ip_weights = []151 ip_ctrls = []152 ip_ad_cols = []153 for _ in range(4):154 with gr.Column():155 ip_image = grh.Image(label='Image', source='upload', type='numpy', show_label=False, height=300)156 ip_images.append(ip_image)157 ip_ctrls.append(ip_image)158 with gr.Column(visible=False) as ad_col:159 with gr.Row():160 default_end, default_weight = flags.default_parameters[flags.default_ip]161 162 ip_stop = gr.Slider(label='Stop At', minimum=0.0, maximum=1.0, step=0.001, value=default_end)163 ip_stops.append(ip_stop)164 ip_ctrls.append(ip_stop)165 166 ip_weight = gr.Slider(label='Weight', minimum=0.0, maximum=2.0, step=0.001, value=default_weight)167 ip_weights.append(ip_weight)168 ip_ctrls.append(ip_weight)169 170 ip_type = gr.Radio(label='Type', choices=flags.ip_list, value=flags.default_ip, container=False)171 ip_types.append(ip_type)172 ip_ctrls.append(ip_type)173 174 ip_type.change(lambda x: flags.default_parameters[x], inputs=[ip_type], outputs=[ip_stop, ip_weight], queue=False, show_progress=False)175 ip_ad_cols.append(ad_col)176 ip_advanced = gr.Checkbox(label='Advanced', value=False, container=False)177 gr.HTML('* \"Image Prompt\" is powered by Fooocus Image Mixture Engine (v1.0.1). <a href="https://github.com/lllyasviel/Fooocus/discussions/557" target="_blank">\U0001F4D4 Document</a>')178 179 def ip_advance_checked(x):180 return [gr.update(visible=x)] * len(ip_ad_cols) + \181 [flags.default_ip] * len(ip_types) + \182 [flags.default_parameters[flags.default_ip][0]] * len(ip_stops) + \183 [flags.default_parameters[flags.default_ip][1]] * len(ip_weights)184 185 ip_advanced.change(ip_advance_checked, inputs=ip_advanced,186 outputs=ip_ad_cols + ip_types + ip_stops + ip_weights,187 queue=False, show_progress=False)188 with gr.TabItem(label='Inpaint or Outpaint') as inpaint_tab:189 inpaint_input_image = grh.Image(label='Drag above image to here', source='upload', type='numpy', tool='sketch', height=500, brush_color="#FFFFFF", elem_id='inpaint_canvas')190 with gr.Row():191 inpaint_additional_prompt = gr.Textbox(placeholder="Describe what you want to inpaint.", elem_id='inpaint_additional_prompt', label='Inpaint Additional Prompt', visible=False)192 outpaint_selections = gr.CheckboxGroup(choices=['Left', 'Right', 'Top', 'Bottom'], value=[], label='Outpaint Direction')193 inpaint_mode = gr.Dropdown(choices=modules.flags.inpaint_options, value=modules.flags.inpaint_option_default, label='Method')194 example_inpaint_prompts = gr.Dataset(samples=modules.config.example_inpaint_prompts, label='Additional Prompt Quick List', components=[inpaint_additional_prompt], visible=False)195 gr.HTML('* Powered by Fooocus Inpaint Engine <a href="https://github.com/lllyasviel/Fooocus/discussions/414" target="_blank">\U0001F4D4 Document</a>')196 example_inpaint_prompts.click(lambda x: x[0], inputs=example_inpaint_prompts, outputs=inpaint_additional_prompt, show_progress=False, queue=False)197 with gr.TabItem(label='Describe') as desc_tab:198 with gr.Row():199 with gr.Column():200 desc_input_image = grh.Image(label='Drag any image to here', source='upload', type='numpy')201 with gr.Column():202 desc_method = gr.Radio(203 label='Content Type',204 choices=[flags.desc_type_photo, flags.desc_type_anime],205 value=flags.desc_type_photo)206 desc_btn = gr.Button(value='Describe this Image into Prompt')207 gr.HTML('<a href="https://github.com/lllyasviel/Fooocus/discussions/1363" target="_blank">\U0001F4D4 Document</a>')208 switch_js = "(x) => {if(x){viewer_to_bottom(100);viewer_to_bottom(500);}else{viewer_to_top();} return x;}"209 down_js = "() => {viewer_to_bottom();}"210 211 input_image_checkbox.change(lambda x: gr.update(visible=x), inputs=input_image_checkbox,212 outputs=image_input_panel, queue=False, show_progress=False, _js=switch_js)213 ip_advanced.change(lambda: None, queue=False, show_progress=False, _js=down_js)214 215 current_tab = gr.Textbox(value='uov', visible=False)216 uov_tab.select(lambda: 'uov', outputs=current_tab, queue=False, _js=down_js, show_progress=False)217 inpaint_tab.select(lambda: 'inpaint', outputs=current_tab, queue=False, _js=down_js, show_progress=False)218 ip_tab.select(lambda: 'ip', outputs=current_tab, queue=False, _js=down_js, show_progress=False)219 desc_tab.select(lambda: 'desc', outputs=current_tab, queue=False, _js=down_js, show_progress=False)220 221 with gr.Column(scale=1, visible=modules.config.default_advanced_checkbox) as advanced_column:222 with gr.Tab(label='Setting'):223 performance_selection = gr.Radio(label='Performance',224 choices=modules.flags.performance_selections,225 value=modules.config.default_performance)226 aspect_ratios_selection = gr.Radio(label='Aspect Ratios', choices=modules.config.available_aspect_ratios,227 value=modules.config.default_aspect_ratio, info='width × height',228 elem_classes='aspect_ratios')229 image_number = gr.Slider(label='Image Number', minimum=1, maximum=32, step=1, value=modules.config.default_image_number)230 negative_prompt = gr.Textbox(label='Negative Prompt', show_label=True, placeholder="Type prompt here.",231 info='Describing what you do not want to see.', lines=2,232 elem_id='negative_prompt',233 value=modules.config.default_prompt_negative)234 seed_random = gr.Checkbox(label='Random', value=True)235 image_seed = gr.Textbox(label='Seed', value=0, max_lines=1, visible=False) # workaround for https://github.com/gradio-app/gradio/issues/5354236 237 def random_checked(r):238 return gr.update(visible=not r)239 240 def refresh_seed(r, seed_string):241 if r:242 return random.randint(constants.MIN_SEED, constants.MAX_SEED)243 else:244 try:245 seed_value = int(seed_string)246 if constants.MIN_SEED <= seed_value <= constants.MAX_SEED:247 return seed_value248 except ValueError:249 pass250 return random.randint(constants.MIN_SEED, constants.MAX_SEED)251 252 seed_random.change(random_checked, inputs=[seed_random], outputs=[image_seed],253 queue=False, show_progress=False)254 255 if not args_manager.args.disable_image_log:256 gr.HTML(f'<a href="/file={get_current_html_path()}" target="_blank">\U0001F4DA History Log</a>')257 258 with gr.Tab(label='Style'):259 style_sorter.try_load_sorted_styles(260 style_names=legal_style_names,261 default_selected=modules.config.default_styles)262 263 style_search_bar = gr.Textbox(show_label=False, container=False,264 placeholder="\U0001F50E Type here to search styles ...",265 value="",266 label='Search Styles')267 style_selections = gr.CheckboxGroup(show_label=False, container=False,268 choices=copy.deepcopy(style_sorter.all_styles),269 value=copy.deepcopy(modules.config.default_styles),270 label='Selected Styles',271 elem_classes=['style_selections'])272 gradio_receiver_style_selections = gr.Textbox(elem_id='gradio_receiver_style_selections', visible=False)273 274 shared.gradio_root.load(lambda: gr.update(choices=copy.deepcopy(style_sorter.all_styles)),275 outputs=style_selections)276 277 style_search_bar.change(style_sorter.search_styles,278 inputs=[style_selections, style_search_bar],279 outputs=style_selections,280 queue=False,281 show_progress=False).then(282 lambda: None, _js='()=>{refresh_style_localization();}')283 284 gradio_receiver_style_selections.input(style_sorter.sort_styles,285 inputs=style_selections,286 outputs=style_selections,287 queue=False,288 show_progress=False).then(289 lambda: None, _js='()=>{refresh_style_localization();}')290 291 with gr.Tab(label='Model'):292 with gr.Group():293 with gr.Row():294 base_model = gr.Dropdown(label='Base Model (SDXL only)', choices=modules.config.model_filenames, value=modules.config.default_base_model_name, show_label=True)295 refiner_model = gr.Dropdown(label='Refiner (SDXL or SD 1.5)', choices=['None'] + modules.config.model_filenames, value=modules.config.default_refiner_model_name, show_label=True)296 297 refiner_switch = gr.Slider(label='Refiner Switch At', minimum=0.1, maximum=1.0, step=0.0001,298 info='Use 0.4 for SD1.5 realistic models; '299 'or 0.667 for SD1.5 anime models; '300 'or 0.8 for XL-refiners; '301 'or any value for switching two SDXL models.',302 value=modules.config.default_refiner_switch,303 visible=modules.config.default_refiner_model_name != 'None')304 305 refiner_model.change(lambda x: gr.update(visible=x != 'None'),306 inputs=refiner_model, outputs=refiner_switch, show_progress=False, queue=False)307 308 with gr.Group():309 lora_ctrls = []310 311 for i, (n, v) in enumerate(modules.config.default_loras):312 with gr.Row():313 lora_model = gr.Dropdown(label=f'LoRA {i + 1}',314 choices=['None'] + modules.config.lora_filenames, value=n)315 lora_weight = gr.Slider(label='Weight', minimum=-2, maximum=2, step=0.01, value=v,316 elem_classes='lora_weight')317 lora_ctrls += [lora_model, lora_weight]318 319 with gr.Row():320 model_refresh = gr.Button(label='Refresh', value='\U0001f504 Refresh All Files', variant='secondary', elem_classes='refresh_button')321 with gr.Tab(label='Advanced'):322 guidance_scale = gr.Slider(label='Guidance Scale', minimum=1.0, maximum=30.0, step=0.01,323 value=modules.config.default_cfg_scale,324 info='Higher value means style is cleaner, vivider, and more artistic.')325 sharpness = gr.Slider(label='Image Sharpness', minimum=0.0, maximum=30.0, step=0.001,326 value=modules.config.default_sample_sharpness,327 info='Higher value means image and texture are sharper.')328 gr.HTML('<a href="https://github.com/lllyasviel/Fooocus/discussions/117" target="_blank">\U0001F4D4 Document</a>')329 dev_mode = gr.Checkbox(label='Developer Debug Mode', value=False, container=False)330 331 with gr.Column(visible=False) as dev_tools:332 with gr.Tab(label='Debug Tools'):333 adm_scaler_positive = gr.Slider(label='Positive ADM Guidance Scaler', minimum=0.1, maximum=3.0,334 step=0.001, value=1.5, info='The scaler multiplied to positive ADM (use 1.0 to disable). ')335 adm_scaler_negative = gr.Slider(label='Negative ADM Guidance Scaler', minimum=0.1, maximum=3.0,336 step=0.001, value=0.8, info='The scaler multiplied to negative ADM (use 1.0 to disable). ')337 adm_scaler_end = gr.Slider(label='ADM Guidance End At Step', minimum=0.0, maximum=1.0,338 step=0.001, value=0.3,339 info='When to end the guidance from positive/negative ADM. ')340 341 refiner_swap_method = gr.Dropdown(label='Refiner swap method', value='joint',342 choices=['joint', 'separate', 'vae'])343 344 adaptive_cfg = gr.Slider(label='CFG Mimicking from TSNR', minimum=1.0, maximum=30.0, step=0.01,345 value=modules.config.default_cfg_tsnr,346 info='Enabling Fooocus\'s implementation of CFG mimicking for TSNR '347 '(effective when real CFG > mimicked CFG).')348 sampler_name = gr.Dropdown(label='Sampler', choices=flags.sampler_list,349 value=modules.config.default_sampler)350 scheduler_name = gr.Dropdown(label='Scheduler', choices=flags.scheduler_list,351 value=modules.config.default_scheduler)352 353 generate_image_grid = gr.Checkbox(label='Generate Image Grid for Each Batch',354 info='(Experimental) This may cause performance problems on some computers and certain internet conditions.',355 value=False)356 357 overwrite_step = gr.Slider(label='Forced Overwrite of Sampling Step',358 minimum=-1, maximum=200, step=1,359 value=modules.config.default_overwrite_step,360 info='Set as -1 to disable. For developer debugging.')361 overwrite_switch = gr.Slider(label='Forced Overwrite of Refiner Switch Step',362 minimum=-1, maximum=200, step=1,363 value=modules.config.default_overwrite_switch,364 info='Set as -1 to disable. For developer debugging.')365 overwrite_width = gr.Slider(label='Forced Overwrite of Generating Width',366 minimum=-1, maximum=2048, step=1, value=-1,367 info='Set as -1 to disable. For developer debugging. '368 'Results will be worse for non-standard numbers that SDXL is not trained on.')369 overwrite_height = gr.Slider(label='Forced Overwrite of Generating Height',370 minimum=-1, maximum=2048, step=1, value=-1,371 info='Set as -1 to disable. For developer debugging. '372 'Results will be worse for non-standard numbers that SDXL is not trained on.')373 overwrite_vary_strength = gr.Slider(label='Forced Overwrite of Denoising Strength of "Vary"',374 minimum=-1, maximum=1.0, step=0.001, value=-1,375 info='Set as negative number to disable. For developer debugging.')376 overwrite_upscale_strength = gr.Slider(label='Forced Overwrite of Denoising Strength of "Upscale"',377 minimum=-1, maximum=1.0, step=0.001, value=-1,378 info='Set as negative number to disable. For developer debugging.')379 disable_preview = gr.Checkbox(label='Disable Preview', value=False,380 info='Disable preview during generation.')381 382 with gr.Tab(label='Control'):383 debugging_cn_preprocessor = gr.Checkbox(label='Debug Preprocessors', value=False,384 info='See the results from preprocessors.')385 skipping_cn_preprocessor = gr.Checkbox(label='Skip Preprocessors', value=False,386 info='Do not preprocess images. (Inputs are already canny/depth/cropped-face/etc.)')387 388 mixing_image_prompt_and_vary_upscale = gr.Checkbox(label='Mixing Image Prompt and Vary/Upscale',389 value=False)390 mixing_image_prompt_and_inpaint = gr.Checkbox(label='Mixing Image Prompt and Inpaint',391 value=False)392 393 controlnet_softness = gr.Slider(label='Softness of ControlNet', minimum=0.0, maximum=1.0,394 step=0.001, value=0.25,395 info='Similar to the Control Mode in A1111 (use 0.0 to disable). ')396 397 with gr.Tab(label='Canny'):398 canny_low_threshold = gr.Slider(label='Canny Low Threshold', minimum=1, maximum=255,399 step=1, value=64)400 canny_high_threshold = gr.Slider(label='Canny High Threshold', minimum=1, maximum=255,401 step=1, value=128)402 403 with gr.Tab(label='Inpaint'):404 debugging_inpaint_preprocessor = gr.Checkbox(label='Debug Inpaint Preprocessing', value=False)405 inpaint_disable_initial_latent = gr.Checkbox(label='Disable initial latent in inpaint', value=False)406 inpaint_engine = gr.Dropdown(label='Inpaint Engine',407 value=modules.config.default_inpaint_engine_version,408 choices=flags.inpaint_engine_versions,409 info='Version of Fooocus inpaint model')410 inpaint_strength = gr.Slider(label='Inpaint Denoising Strength',411 minimum=0.0, maximum=1.0, step=0.001, value=1.0,412 info='Same as the denoising strength in A1111 inpaint. '413 'Only used in inpaint, not used in outpaint. '414 '(Outpaint always use 1.0)')415 inpaint_respective_field = gr.Slider(label='Inpaint Respective Field',416 minimum=0.0, maximum=1.0, step=0.001, value=0.618,417 info='The area to inpaint. '418 'Value 0 is same as "Only Masked" in A1111. '419 'Value 1 is same as "Whole Image" in A1111. '420 'Only used in inpaint, not used in outpaint. '421 '(Outpaint always use 1.0)')422 inpaint_ctrls = [debugging_inpaint_preprocessor, inpaint_disable_initial_latent, inpaint_engine, inpaint_strength, inpaint_respective_field]423 424 with gr.Tab(label='FreeU'):425 freeu_enabled = gr.Checkbox(label='Enabled', value=False)426 freeu_b1 = gr.Slider(label='B1', minimum=0, maximum=2, step=0.01, value=1.01)427 freeu_b2 = gr.Slider(label='B2', minimum=0, maximum=2, step=0.01, value=1.02)428 freeu_s1 = gr.Slider(label='S1', minimum=0, maximum=4, step=0.01, value=0.99)429 freeu_s2 = gr.Slider(label='S2', minimum=0, maximum=4, step=0.01, value=0.95)430 freeu_ctrls = [freeu_enabled, freeu_b1, freeu_b2, freeu_s1, freeu_s2]431 432 adps = [disable_preview, adm_scaler_positive, adm_scaler_negative, adm_scaler_end, adaptive_cfg, sampler_name,433 scheduler_name, generate_image_grid, overwrite_step, overwrite_switch, overwrite_width, overwrite_height,434 overwrite_vary_strength, overwrite_upscale_strength,435 mixing_image_prompt_and_vary_upscale, mixing_image_prompt_and_inpaint,436 debugging_cn_preprocessor, skipping_cn_preprocessor, controlnet_softness,437 canny_low_threshold, canny_high_threshold, refiner_swap_method]438 adps += freeu_ctrls439 adps += inpaint_ctrls440 441 def dev_mode_checked(r):442 return gr.update(visible=r)443 444 445 dev_mode.change(dev_mode_checked, inputs=[dev_mode], outputs=[dev_tools],446 queue=False, show_progress=False)447 448 def model_refresh_clicked():449 modules.config.update_all_model_names()450 results = []451 results += [gr.update(choices=modules.config.model_filenames), gr.update(choices=['None'] + modules.config.model_filenames)]452 for i in range(5):453 results += [gr.update(choices=['None'] + modules.config.lora_filenames), gr.update()]454 return results455 456 model_refresh.click(model_refresh_clicked, [], [base_model, refiner_model] + lora_ctrls,457 queue=False, show_progress=False)458 459 performance_selection.change(lambda x: [gr.update(interactive=x != 'Extreme Speed')] * 11 +460 [gr.update(visible=x != 'Extreme Speed')] * 1,461 inputs=performance_selection,462 outputs=[463 guidance_scale, sharpness, adm_scaler_end, adm_scaler_positive,464 adm_scaler_negative, refiner_switch, refiner_model, sampler_name,465 scheduler_name, adaptive_cfg, refiner_swap_method, negative_prompt466 ], queue=False, show_progress=False)467 468 advanced_checkbox.change(lambda x: gr.update(visible=x), advanced_checkbox, advanced_column,469 queue=False, show_progress=False) \470 .then(fn=lambda: None, _js='refresh_grid_delayed', queue=False, show_progress=False)471 472 def inpaint_mode_change(mode):473 assert mode in modules.flags.inpaint_options474 475 # inpaint_additional_prompt, outpaint_selections, example_inpaint_prompts,476 # inpaint_disable_initial_latent, inpaint_engine,477 # inpaint_strength, inpaint_respective_field478 479 if mode == modules.flags.inpaint_option_detail:480 return [481 gr.update(visible=True), gr.update(visible=False, value=[]),482 gr.Dataset.update(visible=True, samples=modules.config.example_inpaint_prompts),483 False, 'None', 0.5, 0.0484 ]485 486 if mode == modules.flags.inpaint_option_modify:487 return [488 gr.update(visible=True), gr.update(visible=False, value=[]),489 gr.Dataset.update(visible=False, samples=modules.config.example_inpaint_prompts),490 True, modules.config.default_inpaint_engine_version, 1.0, 0.0491 ]492 493 return [494 gr.update(visible=False, value=''), gr.update(visible=True),495 gr.Dataset.update(visible=False, samples=modules.config.example_inpaint_prompts),496 False, modules.config.default_inpaint_engine_version, 1.0, 0.618497 ]498 499 inpaint_mode.input(inpaint_mode_change, inputs=inpaint_mode, outputs=[500 inpaint_additional_prompt, outpaint_selections, example_inpaint_prompts,501 inpaint_disable_initial_latent, inpaint_engine,502 inpaint_strength, inpaint_respective_field503 ], show_progress=False, queue=False)504 505 ctrls = [506 prompt, negative_prompt, style_selections,507 performance_selection, aspect_ratios_selection, image_number, image_seed, sharpness, guidance_scale508 ]509 510 ctrls += [base_model, refiner_model, refiner_switch] + lora_ctrls511 ctrls += [input_image_checkbox, current_tab]512 ctrls += [uov_method, uov_input_image]513 ctrls += [outpaint_selections, inpaint_input_image, inpaint_additional_prompt]514 ctrls += ip_ctrls515 516 def parse_meta(raw_prompt_txt):517 loaded_json = None518 try:519 if '{' in raw_prompt_txt:520 if '}' in raw_prompt_txt:521 if ':' in raw_prompt_txt:522 loaded_json = json.loads(raw_prompt_txt)523 assert isinstance(loaded_json, dict)524 except:525 loaded_json = None526 527 if loaded_json is None:528 return gr.update(), gr.update(visible=True), gr.update(visible=False)529 530 return json.dumps(loaded_json), gr.update(visible=False), gr.update(visible=True)531 532 prompt.input(parse_meta, inputs=prompt, outputs=[prompt, generate_button, load_parameter_button], queue=False, show_progress=False)533 534 load_parameter_button.click(modules.meta_parser.load_parameter_button_click, inputs=prompt, outputs=[535 advanced_checkbox,536 image_number,537 prompt,538 negative_prompt,539 style_selections,540 performance_selection,541 aspect_ratios_selection,542 overwrite_width,543 overwrite_height,544 sharpness,545 guidance_scale,546 adm_scaler_positive,547 adm_scaler_negative,548 adm_scaler_end,549 base_model,550 refiner_model,551 refiner_switch,552 sampler_name,553 scheduler_name,554 seed_random,555 image_seed,556 generate_button,557 load_parameter_button558 ] + lora_ctrls, queue=False, show_progress=False)559 560 generate_button.click(lambda: (gr.update(visible=True, interactive=True), gr.update(visible=True, interactive=True), gr.update(visible=False), []), outputs=[stop_button, skip_button, generate_button, gallery]) \561 .then(fn=refresh_seed, inputs=[seed_random, image_seed], outputs=image_seed) \562 .then(advanced_parameters.set_all_advanced_parameters, inputs=adps) \563 .then(fn=generate_clicked, inputs=ctrls, outputs=[progress_html, progress_window, progress_gallery, gallery]) \564 .then(lambda: (gr.update(visible=True), gr.update(visible=False), gr.update(visible=False)), outputs=[generate_button, stop_button, skip_button]) \565 .then(fn=lambda: None, _js='playNotification').then(fn=lambda: None, _js='refresh_grid_delayed')566 567 for notification_file in ['notification.ogg', 'notification.mp3']:568 if os.path.exists(notification_file):569 gr.Audio(interactive=False, value=notification_file, elem_id='audio_notification', visible=False)570 break571 572 def trigger_describe(mode, img):573 if mode == flags.desc_type_photo:574 from extras.interrogate import default_interrogator as default_interrogator_photo575 return default_interrogator_photo(img), ["Fooocus V2", "Fooocus Enhance", "Fooocus Sharp"]576 if mode == flags.desc_type_anime:577 from extras.wd14tagger import default_interrogator as default_interrogator_anime578 return default_interrogator_anime(img), ["Fooocus V2", "Fooocus Masterpiece"]579 return mode, ["Fooocus V2"]580 581 desc_btn.click(trigger_describe, inputs=[desc_method, desc_input_image],582 outputs=[prompt, style_selections], show_progress=True, queue=False)583 584 585def dump_default_english_config():586 from modules.localization import dump_english_config587 dump_english_config(grh.all_components)588 589 590# dump_default_english_config()591 592shared.gradio_root.launch(593 inbrowser=args_manager.args.in_browser,594 server_name=args_manager.args.listen,595 server_port=args_manager.args.port,596 share=args_manager.args.share,597 auth=check_auth if args_manager.args.share and auth_enabled else None,598 blocked_paths=[constants.AUTH_FILENAME]599)600