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  1. webui.py +688 -0
webui.py ADDED
@@ -0,0 +1,688 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ import random
3
+ import os
4
+ import json
5
+ import time
6
+ import shared
7
+ import modules.config
8
+ import fooocus_version
9
+ import modules.html
10
+ import modules.async_worker as worker
11
+ import modules.constants as constants
12
+ import modules.flags as flags
13
+ import modules.gradio_hijack as grh
14
+ import modules.style_sorter as style_sorter
15
+ import modules.meta_parser
16
+ import args_manager
17
+ import copy
18
+
19
+ from modules.sdxl_styles import legal_style_names
20
+ from modules.private_logger import get_current_html_path
21
+ from modules.ui_gradio_extensions import reload_javascript
22
+ from modules.auth import auth_enabled, check_auth
23
+ from modules.util import is_json
24
+
25
+ def get_task(*args):
26
+ args = list(args)
27
+ args.pop(0)
28
+
29
+ return worker.AsyncTask(args=args)
30
+
31
+ def generate_clicked(task):
32
+ import ldm_patched.modules.model_management as model_management
33
+
34
+ with model_management.interrupt_processing_mutex:
35
+ model_management.interrupt_processing = False
36
+ # outputs=[progress_html, progress_window, progress_gallery, gallery]
37
+ execution_start_time = time.perf_counter()
38
+ finished = False
39
+
40
+ yield gr.update(visible=True, value=modules.html.make_progress_html(1, 'Waiting for task to start ...')), \
41
+ gr.update(visible=True, value=None), \
42
+ gr.update(visible=False, value=None), \
43
+ gr.update(visible=False)
44
+
45
+ worker.async_tasks.append(task)
46
+
47
+ while not finished:
48
+ time.sleep(0.01)
49
+ if len(task.yields) > 0:
50
+ flag, product = task.yields.pop(0)
51
+ if flag == 'preview':
52
+
53
+ # help bad internet connection by skipping duplicated preview
54
+ if len(task.yields) > 0: # if we have the next item
55
+ if task.yields[0][0] == 'preview': # if the next item is also a preview
56
+ # print('Skipped one preview for better internet connection.')
57
+ continue
58
+
59
+ percentage, title, image = product
60
+ yield gr.update(visible=True, value=modules.html.make_progress_html(percentage, title)), \
61
+ gr.update(visible=True, value=image) if image is not None else gr.update(), \
62
+ gr.update(), \
63
+ gr.update(visible=False)
64
+ if flag == 'results':
65
+ yield gr.update(visible=True), \
66
+ gr.update(visible=True), \
67
+ gr.update(visible=True, value=product), \
68
+ gr.update(visible=False)
69
+ if flag == 'finish':
70
+ yield gr.update(visible=False), \
71
+ gr.update(visible=False), \
72
+ gr.update(visible=False), \
73
+ gr.update(visible=True, value=product)
74
+ finished = True
75
+
76
+ # delete Fooocus temp images, only keep gradio temp images
77
+ if args_manager.args.disable_image_log:
78
+ for filepath in product:
79
+ if isinstance(filepath, str) and os.path.exists(filepath):
80
+ os.remove(filepath)
81
+
82
+ execution_time = time.perf_counter() - execution_start_time
83
+ print(f'Total time: {execution_time:.2f} seconds')
84
+ return
85
+
86
+
87
+ reload_javascript()
88
+
89
+ title = f'Fooocus {fooocus_version.version}'
90
+
91
+ if isinstance(args_manager.args.preset, str):
92
+ title += ' ' + args_manager.args.preset
93
+
94
+ shared.gradio_root = gr.Blocks(
95
+ title=title,
96
+ css=modules.html.css).queue()
97
+
98
+ with shared.gradio_root:
99
+ currentTask = gr.State(worker.AsyncTask(args=[]))
100
+ with gr.Row():
101
+ with gr.Column(scale=2):
102
+ with gr.Row():
103
+ progress_window = grh.Image(label='Preview', show_label=True, visible=False, height=768,
104
+ elem_classes=['main_view'])
105
+ progress_gallery = gr.Gallery(label='Finished Images', show_label=True, object_fit='contain',
106
+ height=768, visible=False, elem_classes=['main_view', 'image_gallery'])
107
+ progress_html = gr.HTML(value=modules.html.make_progress_html(32, 'Progress 32%'), visible=False,
108
+ elem_id='progress-bar', elem_classes='progress-bar')
109
+ gallery = gr.Gallery(label='Gallery', show_label=False, object_fit='contain', visible=True, height=768,
110
+ elem_classes=['resizable_area', 'main_view', 'final_gallery', 'image_gallery'],
111
+ elem_id='final_gallery')
112
+ with gr.Row(elem_classes='type_row'):
113
+ with gr.Column(scale=17):
114
+ prompt = gr.Textbox(show_label=False, placeholder="Type prompt here or paste parameters.", elem_id='positive_prompt',
115
+ container=False, autofocus=True, elem_classes='type_row', lines=1024)
116
+
117
+ default_prompt = modules.config.default_prompt
118
+ if isinstance(default_prompt, str) and default_prompt != '':
119
+ shared.gradio_root.load(lambda: default_prompt, outputs=prompt)
120
+
121
+ with gr.Column(scale=3, min_width=0):
122
+ generate_button = gr.Button(label="Generate", value="Generate", elem_classes='type_row', elem_id='generate_button', visible=True)
123
+ load_parameter_button = gr.Button(label="Load Parameters", value="Load Parameters", elem_classes='type_row', elem_id='load_parameter_button', visible=False)
124
+ skip_button = gr.Button(label="Skip", value="Skip", elem_classes='type_row_half', visible=False)
125
+ stop_button = gr.Button(label="Stop", value="Stop", elem_classes='type_row_half', elem_id='stop_button', visible=False)
126
+
127
+ def stop_clicked(currentTask):
128
+ import ldm_patched.modules.model_management as model_management
129
+ currentTask.last_stop = 'stop'
130
+ if (currentTask.processing):
131
+ model_management.interrupt_current_processing()
132
+ return currentTask
133
+
134
+ def skip_clicked(currentTask):
135
+ import ldm_patched.modules.model_management as model_management
136
+ currentTask.last_stop = 'skip'
137
+ if (currentTask.processing):
138
+ model_management.interrupt_current_processing()
139
+ return currentTask
140
+
141
+ stop_button.click(stop_clicked, inputs=currentTask, outputs=currentTask, queue=False, show_progress=False, _js='cancelGenerateForever')
142
+ skip_button.click(skip_clicked, inputs=currentTask, outputs=currentTask, queue=False, show_progress=False)
143
+ with gr.Row(elem_classes='advanced_check_row'):
144
+ input_image_checkbox = gr.Checkbox(label='Input Image', value=False, container=False, elem_classes='min_check')
145
+ advanced_checkbox = gr.Checkbox(label='Advanced', value=modules.config.default_advanced_checkbox, container=False, elem_classes='min_check')
146
+ with gr.Row(visible=False) as image_input_panel:
147
+ with gr.Tabs():
148
+ with gr.TabItem(label='Upscale or Variation') as uov_tab:
149
+ with gr.Row():
150
+ with gr.Column():
151
+ uov_input_image = grh.Image(label='Drag above image to here', source='upload', type='numpy')
152
+ with gr.Column():
153
+ uov_method = gr.Radio(label='Upscale or Variation:', choices=flags.uov_list, value=flags.disabled)
154
+ gr.HTML('<a href="https://github.com/lllyasviel/Fooocus/discussions/390" target="_blank">\U0001F4D4 Document</a>')
155
+ with gr.TabItem(label='Image Prompt') as ip_tab:
156
+ with gr.Row():
157
+ ip_images = []
158
+ ip_types = []
159
+ ip_stops = []
160
+ ip_weights = []
161
+ ip_ctrls = []
162
+ ip_ad_cols = []
163
+ for _ in range(flags.controlnet_image_count):
164
+ with gr.Column():
165
+ ip_image = grh.Image(label='Image', source='upload', type='numpy', show_label=False, height=300)
166
+ ip_images.append(ip_image)
167
+ ip_ctrls.append(ip_image)
168
+ with gr.Column(visible=False) as ad_col:
169
+ with gr.Row():
170
+ default_end, default_weight = flags.default_parameters[flags.default_ip]
171
+
172
+ ip_stop = gr.Slider(label='Stop At', minimum=0.0, maximum=1.0, step=0.001, value=default_end)
173
+ ip_stops.append(ip_stop)
174
+ ip_ctrls.append(ip_stop)
175
+
176
+ ip_weight = gr.Slider(label='Weight', minimum=0.0, maximum=2.0, step=0.001, value=default_weight)
177
+ ip_weights.append(ip_weight)
178
+ ip_ctrls.append(ip_weight)
179
+
180
+ ip_type = gr.Radio(label='Type', choices=flags.ip_list, value=flags.default_ip, container=False)
181
+ ip_types.append(ip_type)
182
+ ip_ctrls.append(ip_type)
183
+
184
+ ip_type.change(lambda x: flags.default_parameters[x], inputs=[ip_type], outputs=[ip_stop, ip_weight], queue=False, show_progress=False)
185
+ ip_ad_cols.append(ad_col)
186
+ ip_advanced = gr.Checkbox(label='Advanced', value=False, container=False)
187
+ 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>')
188
+
189
+ def ip_advance_checked(x):
190
+ return [gr.update(visible=x)] * len(ip_ad_cols) + \
191
+ [flags.default_ip] * len(ip_types) + \
192
+ [flags.default_parameters[flags.default_ip][0]] * len(ip_stops) + \
193
+ [flags.default_parameters[flags.default_ip][1]] * len(ip_weights)
194
+
195
+ ip_advanced.change(ip_advance_checked, inputs=ip_advanced,
196
+ outputs=ip_ad_cols + ip_types + ip_stops + ip_weights,
197
+ queue=False, show_progress=False)
198
+ with gr.TabItem(label='Inpaint or Outpaint') as inpaint_tab:
199
+ with gr.Row():
200
+ inpaint_input_image = grh.Image(label='Drag inpaint or outpaint image to here', source='upload', type='numpy', tool='sketch', height=500, brush_color="#FFFFFF", elem_id='inpaint_canvas')
201
+ inpaint_mask_image = grh.Image(label='Mask Upload', source='upload', type='numpy', height=500, visible=False)
202
+
203
+ with gr.Row():
204
+ inpaint_additional_prompt = gr.Textbox(placeholder="Describe what you want to inpaint.", elem_id='inpaint_additional_prompt', label='Inpaint Additional Prompt', visible=False)
205
+ outpaint_selections = gr.CheckboxGroup(choices=['Left', 'Right', 'Top', 'Bottom'], value=[], label='Outpaint Direction')
206
+ inpaint_mode = gr.Dropdown(choices=modules.flags.inpaint_options, value=modules.flags.inpaint_option_default, label='Method')
207
+ example_inpaint_prompts = gr.Dataset(samples=modules.config.example_inpaint_prompts, label='Additional Prompt Quick List', components=[inpaint_additional_prompt], visible=False)
208
+ gr.HTML('* Powered by Fooocus Inpaint Engine <a href="https://github.com/lllyasviel/Fooocus/discussions/414" target="_blank">\U0001F4D4 Document</a>')
209
+ example_inpaint_prompts.click(lambda x: x[0], inputs=example_inpaint_prompts, outputs=inpaint_additional_prompt, show_progress=False, queue=False)
210
+ with gr.TabItem(label='Describe') as desc_tab:
211
+ with gr.Row():
212
+ with gr.Column():
213
+ desc_input_image = grh.Image(label='Drag any image to here', source='upload', type='numpy')
214
+ with gr.Column():
215
+ desc_method = gr.Radio(
216
+ label='Content Type',
217
+ choices=[flags.desc_type_photo, flags.desc_type_anime],
218
+ value=flags.desc_type_photo)
219
+ desc_btn = gr.Button(value='Describe this Image into Prompt')
220
+ gr.HTML('<a href="https://github.com/lllyasviel/Fooocus/discussions/1363" target="_blank">\U0001F4D4 Document</a>')
221
+ with gr.TabItem(label='Metadata') as load_tab:
222
+ with gr.Column():
223
+ metadata_input_image = grh.Image(label='Drag any image generated by Fooocus here', source='upload', type='filepath')
224
+ metadata_json = gr.JSON(label='Metadata')
225
+ metadata_import_button = gr.Button(value='Apply Metadata')
226
+
227
+ def trigger_metadata_preview(filepath):
228
+ parameters, metadata_scheme = modules.meta_parser.read_info_from_image(filepath)
229
+
230
+ results = {}
231
+ if parameters is not None:
232
+ results['parameters'] = parameters
233
+
234
+ if isinstance(metadata_scheme, flags.MetadataScheme):
235
+ results['metadata_scheme'] = metadata_scheme.value
236
+
237
+ return results
238
+
239
+ metadata_input_image.upload(trigger_metadata_preview, inputs=metadata_input_image,
240
+ outputs=metadata_json, queue=False, show_progress=True)
241
+
242
+ switch_js = "(x) => {if(x){viewer_to_bottom(100);viewer_to_bottom(500);}else{viewer_to_top();} return x;}"
243
+ down_js = "() => {viewer_to_bottom();}"
244
+
245
+ input_image_checkbox.change(lambda x: gr.update(visible=x), inputs=input_image_checkbox,
246
+ outputs=image_input_panel, queue=False, show_progress=False, _js=switch_js)
247
+ ip_advanced.change(lambda: None, queue=False, show_progress=False, _js=down_js)
248
+
249
+ current_tab = gr.Textbox(value='uov', visible=False)
250
+ uov_tab.select(lambda: 'uov', outputs=current_tab, queue=False, _js=down_js, show_progress=False)
251
+ inpaint_tab.select(lambda: 'inpaint', outputs=current_tab, queue=False, _js=down_js, show_progress=False)
252
+ ip_tab.select(lambda: 'ip', outputs=current_tab, queue=False, _js=down_js, show_progress=False)
253
+ desc_tab.select(lambda: 'desc', outputs=current_tab, queue=False, _js=down_js, show_progress=False)
254
+
255
+ with gr.Column(scale=1, visible=modules.config.default_advanced_checkbox) as advanced_column:
256
+ with gr.Tab(label='Setting'):
257
+ performance_selection = gr.Radio(label='Performance',
258
+ choices=modules.flags.performance_selections,
259
+ value=modules.config.default_performance)
260
+ aspect_ratios_selection = gr.Radio(label='Aspect Ratios', choices=modules.config.available_aspect_ratios,
261
+ value=modules.config.default_aspect_ratio, info='width × height',
262
+ elem_classes='aspect_ratios')
263
+ image_number = gr.Slider(label='Image Number', minimum=1, maximum=modules.config.default_max_image_number, step=1, value=modules.config.default_image_number)
264
+
265
+ output_format = gr.Radio(label='Output Format',
266
+ choices=modules.flags.output_formats,
267
+ value=modules.config.default_output_format)
268
+
269
+ negative_prompt = gr.Textbox(label='Negative Prompt', show_label=True, placeholder="Type prompt here.",
270
+ info='Describing what you do not want to see.', lines=2,
271
+ elem_id='negative_prompt',
272
+ value=modules.config.default_prompt_negative)
273
+ seed_random = gr.Checkbox(label='Random', value=True)
274
+ image_seed = gr.Textbox(label='Seed', value=0, max_lines=1, visible=False) # workaround for https://github.com/gradio-app/gradio/issues/5354
275
+
276
+ def random_checked(r):
277
+ return gr.update(visible=not r)
278
+
279
+ def refresh_seed(r, seed_string):
280
+ if r:
281
+ return random.randint(constants.MIN_SEED, constants.MAX_SEED)
282
+ else:
283
+ try:
284
+ seed_value = int(seed_string)
285
+ if constants.MIN_SEED <= seed_value <= constants.MAX_SEED:
286
+ return seed_value
287
+ except ValueError:
288
+ pass
289
+ return random.randint(constants.MIN_SEED, constants.MAX_SEED)
290
+
291
+ seed_random.change(random_checked, inputs=[seed_random], outputs=[image_seed],
292
+ queue=False, show_progress=False)
293
+
294
+ def update_history_link():
295
+ if args_manager.args.disable_image_log:
296
+ return gr.update(value='')
297
+
298
+ return gr.update(value=f'<a href="file={get_current_html_path(output_format)}" target="_blank">\U0001F4DA History Log</a>')
299
+
300
+ history_link = gr.HTML()
301
+ shared.gradio_root.load(update_history_link, outputs=history_link, queue=False, show_progress=False)
302
+
303
+ with gr.Tab(label='Style'):
304
+ style_sorter.try_load_sorted_styles(
305
+ style_names=legal_style_names,
306
+ default_selected=modules.config.default_styles)
307
+
308
+ style_search_bar = gr.Textbox(show_label=False, container=False,
309
+ placeholder="\U0001F50E Type here to search styles ...",
310
+ value="",
311
+ label='Search Styles')
312
+ style_selections = gr.CheckboxGroup(show_label=False, container=False,
313
+ choices=copy.deepcopy(style_sorter.all_styles),
314
+ value=copy.deepcopy(modules.config.default_styles),
315
+ label='Selected Styles',
316
+ elem_classes=['style_selections'])
317
+ gradio_receiver_style_selections = gr.Textbox(elem_id='gradio_receiver_style_selections', visible=False)
318
+
319
+ shared.gradio_root.load(lambda: gr.update(choices=copy.deepcopy(style_sorter.all_styles)),
320
+ outputs=style_selections)
321
+
322
+ style_search_bar.change(style_sorter.search_styles,
323
+ inputs=[style_selections, style_search_bar],
324
+ outputs=style_selections,
325
+ queue=False,
326
+ show_progress=False).then(
327
+ lambda: None, _js='()=>{refresh_style_localization();}')
328
+
329
+ gradio_receiver_style_selections.input(style_sorter.sort_styles,
330
+ inputs=style_selections,
331
+ outputs=style_selections,
332
+ queue=False,
333
+ show_progress=False).then(
334
+ lambda: None, _js='()=>{refresh_style_localization();}')
335
+
336
+ with gr.Tab(label='Model'):
337
+ with gr.Group():
338
+ with gr.Row():
339
+ base_model = gr.Dropdown(label='Base Model (SDXL only)', choices=modules.config.model_filenames, value=modules.config.default_base_model_name, show_label=True)
340
+ 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)
341
+
342
+ refiner_switch = gr.Slider(label='Refiner Switch At', minimum=0.1, maximum=1.0, step=0.0001,
343
+ info='Use 0.4 for SD1.5 realistic models; '
344
+ 'or 0.667 for SD1.5 anime models; '
345
+ 'or 0.8 for XL-refiners; '
346
+ 'or any value for switching two SDXL models.',
347
+ value=modules.config.default_refiner_switch,
348
+ visible=modules.config.default_refiner_model_name != 'None')
349
+
350
+ refiner_model.change(lambda x: gr.update(visible=x != 'None'),
351
+ inputs=refiner_model, outputs=refiner_switch, show_progress=False, queue=False)
352
+
353
+ with gr.Group():
354
+ lora_ctrls = []
355
+
356
+ for i, (n, v) in enumerate(modules.config.default_loras):
357
+ with gr.Row():
358
+ lora_enabled = gr.Checkbox(label='Enable', value=True,
359
+ elem_classes=['lora_enable', 'min_check'], scale=1)
360
+ lora_model = gr.Dropdown(label=f'LoRA {i + 1}',
361
+ choices=['None'] + modules.config.lora_filenames, value=n,
362
+ elem_classes='lora_model', scale=5)
363
+ lora_weight = gr.Slider(label='Weight', minimum=modules.config.default_loras_min_weight,
364
+ maximum=modules.config.default_loras_max_weight, step=0.01, value=v,
365
+ elem_classes='lora_weight', scale=5)
366
+ lora_ctrls += [lora_enabled, lora_model, lora_weight]
367
+
368
+ with gr.Row():
369
+ model_refresh = gr.Button(label='Refresh', value='\U0001f504 Refresh All Files', variant='secondary', elem_classes='refresh_button')
370
+ with gr.Tab(label='Advanced'):
371
+ guidance_scale = gr.Slider(label='Guidance Scale', minimum=1.0, maximum=30.0, step=0.01,
372
+ value=modules.config.default_cfg_scale,
373
+ info='Higher value means style is cleaner, vivider, and more artistic.')
374
+ sharpness = gr.Slider(label='Image Sharpness', minimum=0.0, maximum=30.0, step=0.001,
375
+ value=modules.config.default_sample_sharpness,
376
+ info='Higher value means image and texture are sharper.')
377
+ gr.HTML('<a href="https://github.com/lllyasviel/Fooocus/discussions/117" target="_blank">\U0001F4D4 Document</a>')
378
+ dev_mode = gr.Checkbox(label='Developer Debug Mode', value=False, container=False)
379
+
380
+ with gr.Column(visible=False) as dev_tools:
381
+ with gr.Tab(label='Debug Tools'):
382
+ adm_scaler_positive = gr.Slider(label='Positive ADM Guidance Scaler', minimum=0.1, maximum=3.0,
383
+ step=0.001, value=1.5, info='The scaler multiplied to positive ADM (use 1.0 to disable). ')
384
+ adm_scaler_negative = gr.Slider(label='Negative ADM Guidance Scaler', minimum=0.1, maximum=3.0,
385
+ step=0.001, value=0.8, info='The scaler multiplied to negative ADM (use 1.0 to disable). ')
386
+ adm_scaler_end = gr.Slider(label='ADM Guidance End At Step', minimum=0.0, maximum=1.0,
387
+ step=0.001, value=0.3,
388
+ info='When to end the guidance from positive/negative ADM. ')
389
+
390
+ refiner_swap_method = gr.Dropdown(label='Refiner swap method', value=flags.refiner_swap_method,
391
+ choices=['joint', 'separate', 'vae'])
392
+
393
+ adaptive_cfg = gr.Slider(label='CFG Mimicking from TSNR', minimum=1.0, maximum=30.0, step=0.01,
394
+ value=modules.config.default_cfg_tsnr,
395
+ info='Enabling Fooocus\'s implementation of CFG mimicking for TSNR '
396
+ '(effective when real CFG > mimicked CFG).')
397
+ sampler_name = gr.Dropdown(label='Sampler', choices=flags.sampler_list,
398
+ value=modules.config.default_sampler)
399
+ scheduler_name = gr.Dropdown(label='Scheduler', choices=flags.scheduler_list,
400
+ value=modules.config.default_scheduler)
401
+
402
+ generate_image_grid = gr.Checkbox(label='Generate Image Grid for Each Batch',
403
+ info='(Experimental) This may cause performance problems on some computers and certain internet conditions.',
404
+ value=False)
405
+
406
+ overwrite_step = gr.Slider(label='Forced Overwrite of Sampling Step',
407
+ minimum=-1, maximum=200, step=1,
408
+ value=modules.config.default_overwrite_step,
409
+ info='Set as -1 to disable. For developer debugging.')
410
+ overwrite_switch = gr.Slider(label='Forced Overwrite of Refiner Switch Step',
411
+ minimum=-1, maximum=200, step=1,
412
+ value=modules.config.default_overwrite_switch,
413
+ info='Set as -1 to disable. For developer debugging.')
414
+ overwrite_width = gr.Slider(label='Forced Overwrite of Generating Width',
415
+ minimum=-1, maximum=2048, step=1, value=-1,
416
+ info='Set as -1 to disable. For developer debugging. '
417
+ 'Results will be worse for non-standard numbers that SDXL is not trained on.')
418
+ overwrite_height = gr.Slider(label='Forced Overwrite of Generating Height',
419
+ minimum=-1, maximum=2048, step=1, value=-1,
420
+ info='Set as -1 to disable. For developer debugging. '
421
+ 'Results will be worse for non-standard numbers that SDXL is not trained on.')
422
+ overwrite_vary_strength = gr.Slider(label='Forced Overwrite of Denoising Strength of "Vary"',
423
+ minimum=-1, maximum=1.0, step=0.001, value=-1,
424
+ info='Set as negative number to disable. For developer debugging.')
425
+ overwrite_upscale_strength = gr.Slider(label='Forced Overwrite of Denoising Strength of "Upscale"',
426
+ minimum=-1, maximum=1.0, step=0.001, value=-1,
427
+ info='Set as negative number to disable. For developer debugging.')
428
+ disable_preview = gr.Checkbox(label='Disable Preview', value=False,
429
+ info='Disable preview during generation.')
430
+ disable_intermediate_results = gr.Checkbox(label='Disable Intermediate Results',
431
+ value=modules.config.default_performance == 'Extreme Speed',
432
+ interactive=modules.config.default_performance != 'Extreme Speed',
433
+ info='Disable intermediate results during generation, only show final gallery.')
434
+ disable_seed_increment = gr.Checkbox(label='Disable seed increment',
435
+ info='Disable automatic seed increment when image number is > 1.',
436
+ value=False)
437
+
438
+ if not args_manager.args.disable_metadata:
439
+ save_metadata_to_images = gr.Checkbox(label='Save Metadata to Images', value=modules.config.default_save_metadata_to_images,
440
+ info='Adds parameters to generated images allowing manual regeneration.')
441
+ metadata_scheme = gr.Radio(label='Metadata Scheme', choices=flags.metadata_scheme, value=modules.config.default_metadata_scheme,
442
+ info='Image Prompt parameters are not included. Use png and a1111 for compatibility with Civitai.',
443
+ visible=modules.config.default_save_metadata_to_images)
444
+
445
+ save_metadata_to_images.change(lambda x: gr.update(visible=x), inputs=[save_metadata_to_images], outputs=[metadata_scheme],
446
+ queue=False, show_progress=False)
447
+
448
+ with gr.Tab(label='Control'):
449
+ debugging_cn_preprocessor = gr.Checkbox(label='Debug Preprocessors', value=False,
450
+ info='See the results from preprocessors.')
451
+ skipping_cn_preprocessor = gr.Checkbox(label='Skip Preprocessors', value=False,
452
+ info='Do not preprocess images. (Inputs are already canny/depth/cropped-face/etc.)')
453
+
454
+ mixing_image_prompt_and_vary_upscale = gr.Checkbox(label='Mixing Image Prompt and Vary/Upscale',
455
+ value=False)
456
+ mixing_image_prompt_and_inpaint = gr.Checkbox(label='Mixing Image Prompt and Inpaint',
457
+ value=False)
458
+
459
+ controlnet_softness = gr.Slider(label='Softness of ControlNet', minimum=0.0, maximum=1.0,
460
+ step=0.001, value=0.25,
461
+ info='Similar to the Control Mode in A1111 (use 0.0 to disable). ')
462
+
463
+ with gr.Tab(label='Canny'):
464
+ canny_low_threshold = gr.Slider(label='Canny Low Threshold', minimum=1, maximum=255,
465
+ step=1, value=64)
466
+ canny_high_threshold = gr.Slider(label='Canny High Threshold', minimum=1, maximum=255,
467
+ step=1, value=128)
468
+
469
+ with gr.Tab(label='Inpaint'):
470
+ debugging_inpaint_preprocessor = gr.Checkbox(label='Debug Inpaint Preprocessing', value=False)
471
+ inpaint_disable_initial_latent = gr.Checkbox(label='Disable initial latent in inpaint', value=False)
472
+ inpaint_engine = gr.Dropdown(label='Inpaint Engine',
473
+ value=modules.config.default_inpaint_engine_version,
474
+ choices=flags.inpaint_engine_versions,
475
+ info='Version of Fooocus inpaint model')
476
+ inpaint_strength = gr.Slider(label='Inpaint Denoising Strength',
477
+ minimum=0.0, maximum=1.0, step=0.001, value=1.0,
478
+ info='Same as the denoising strength in A1111 inpaint. '
479
+ 'Only used in inpaint, not used in outpaint. '
480
+ '(Outpaint always use 1.0)')
481
+ inpaint_respective_field = gr.Slider(label='Inpaint Respective Field',
482
+ minimum=0.0, maximum=1.0, step=0.001, value=0.618,
483
+ info='The area to inpaint. '
484
+ 'Value 0 is same as "Only Masked" in A1111. '
485
+ 'Value 1 is same as "Whole Image" in A1111. '
486
+ 'Only used in inpaint, not used in outpaint. '
487
+ '(Outpaint always use 1.0)')
488
+ inpaint_erode_or_dilate = gr.Slider(label='Mask Erode or Dilate',
489
+ minimum=-64, maximum=64, step=1, value=0,
490
+ info='Positive value will make white area in the mask larger, '
491
+ 'negative value will make white area smaller.'
492
+ '(default is 0, always process before any mask invert)')
493
+ inpaint_mask_upload_checkbox = gr.Checkbox(label='Enable Mask Upload', value=False)
494
+ invert_mask_checkbox = gr.Checkbox(label='Invert Mask', value=False)
495
+
496
+ inpaint_ctrls = [debugging_inpaint_preprocessor, inpaint_disable_initial_latent, inpaint_engine,
497
+ inpaint_strength, inpaint_respective_field,
498
+ inpaint_mask_upload_checkbox, invert_mask_checkbox, inpaint_erode_or_dilate]
499
+
500
+ inpaint_mask_upload_checkbox.change(lambda x: gr.update(visible=x),
501
+ inputs=inpaint_mask_upload_checkbox,
502
+ outputs=inpaint_mask_image, queue=False, show_progress=False)
503
+
504
+ with gr.Tab(label='FreeU'):
505
+ freeu_enabled = gr.Checkbox(label='Enabled', value=False)
506
+ freeu_b1 = gr.Slider(label='B1', minimum=0, maximum=2, step=0.01, value=1.01)
507
+ freeu_b2 = gr.Slider(label='B2', minimum=0, maximum=2, step=0.01, value=1.02)
508
+ freeu_s1 = gr.Slider(label='S1', minimum=0, maximum=4, step=0.01, value=0.99)
509
+ freeu_s2 = gr.Slider(label='S2', minimum=0, maximum=4, step=0.01, value=0.95)
510
+ freeu_ctrls = [freeu_enabled, freeu_b1, freeu_b2, freeu_s1, freeu_s2]
511
+
512
+ def dev_mode_checked(r):
513
+ return gr.update(visible=r)
514
+
515
+
516
+ dev_mode.change(dev_mode_checked, inputs=[dev_mode], outputs=[dev_tools],
517
+ queue=False, show_progress=False)
518
+
519
+ def model_refresh_clicked():
520
+ modules.config.update_all_model_names()
521
+ results = [gr.update(choices=modules.config.model_filenames)]
522
+ results += [gr.update(choices=['None'] + modules.config.model_filenames)]
523
+ for i in range(modules.config.default_max_lora_number):
524
+ results += [gr.update(interactive=True), gr.update(choices=['None'] + modules.config.lora_filenames), gr.update()]
525
+ return results
526
+
527
+ model_refresh.click(model_refresh_clicked, [], [base_model, refiner_model] + lora_ctrls,
528
+ queue=False, show_progress=False)
529
+
530
+ performance_selection.change(lambda x: [gr.update(interactive=x != 'Extreme Speed')] * 11 +
531
+ [gr.update(visible=x != 'Extreme Speed')] * 1 +
532
+ [gr.update(interactive=x != 'Extreme Speed', value=x == 'Extreme Speed', )] * 1,
533
+ inputs=performance_selection,
534
+ outputs=[
535
+ guidance_scale, sharpness, adm_scaler_end, adm_scaler_positive,
536
+ adm_scaler_negative, refiner_switch, refiner_model, sampler_name,
537
+ scheduler_name, adaptive_cfg, refiner_swap_method, negative_prompt, disable_intermediate_results
538
+ ], queue=False, show_progress=False)
539
+
540
+ output_format.input(lambda x: gr.update(output_format=x), inputs=output_format)
541
+
542
+ advanced_checkbox.change(lambda x: gr.update(visible=x), advanced_checkbox, advanced_column,
543
+ queue=False, show_progress=False) \
544
+ .then(fn=lambda: None, _js='refresh_grid_delayed', queue=False, show_progress=False)
545
+
546
+ def inpaint_mode_change(mode):
547
+ assert mode in modules.flags.inpaint_options
548
+
549
+ # inpaint_additional_prompt, outpaint_selections, example_inpaint_prompts,
550
+ # inpaint_disable_initial_latent, inpaint_engine,
551
+ # inpaint_strength, inpaint_respective_field
552
+
553
+ if mode == modules.flags.inpaint_option_detail:
554
+ return [
555
+ gr.update(visible=True), gr.update(visible=False, value=[]),
556
+ gr.Dataset.update(visible=True, samples=modules.config.example_inpaint_prompts),
557
+ False, 'None', 0.5, 0.0
558
+ ]
559
+
560
+ if mode == modules.flags.inpaint_option_modify:
561
+ return [
562
+ gr.update(visible=True), gr.update(visible=False, value=[]),
563
+ gr.Dataset.update(visible=False, samples=modules.config.example_inpaint_prompts),
564
+ True, modules.config.default_inpaint_engine_version, 1.0, 0.0
565
+ ]
566
+
567
+ return [
568
+ gr.update(visible=False, value=''), gr.update(visible=True),
569
+ gr.Dataset.update(visible=False, samples=modules.config.example_inpaint_prompts),
570
+ False, modules.config.default_inpaint_engine_version, 1.0, 0.618
571
+ ]
572
+
573
+ inpaint_mode.input(inpaint_mode_change, inputs=inpaint_mode, outputs=[
574
+ inpaint_additional_prompt, outpaint_selections, example_inpaint_prompts,
575
+ inpaint_disable_initial_latent, inpaint_engine,
576
+ inpaint_strength, inpaint_respective_field
577
+ ], show_progress=False, queue=False)
578
+
579
+ ctrls = [currentTask, generate_image_grid]
580
+ ctrls += [
581
+ prompt, negative_prompt, style_selections,
582
+ performance_selection, aspect_ratios_selection, image_number, output_format, image_seed, sharpness, guidance_scale
583
+ ]
584
+
585
+ ctrls += [base_model, refiner_model, refiner_switch] + lora_ctrls
586
+ ctrls += [input_image_checkbox, current_tab]
587
+ ctrls += [uov_method, uov_input_image]
588
+ ctrls += [outpaint_selections, inpaint_input_image, inpaint_additional_prompt, inpaint_mask_image]
589
+ ctrls += [disable_preview, disable_intermediate_results, disable_seed_increment]
590
+ ctrls += [adm_scaler_positive, adm_scaler_negative, adm_scaler_end, adaptive_cfg]
591
+ ctrls += [sampler_name, scheduler_name]
592
+ ctrls += [overwrite_step, overwrite_switch, overwrite_width, overwrite_height, overwrite_vary_strength]
593
+ ctrls += [overwrite_upscale_strength, mixing_image_prompt_and_vary_upscale, mixing_image_prompt_and_inpaint]
594
+ ctrls += [debugging_cn_preprocessor, skipping_cn_preprocessor, canny_low_threshold, canny_high_threshold]
595
+ ctrls += [refiner_swap_method, controlnet_softness]
596
+ ctrls += freeu_ctrls
597
+ ctrls += inpaint_ctrls
598
+
599
+ if not args_manager.args.disable_metadata:
600
+ ctrls += [save_metadata_to_images, metadata_scheme]
601
+
602
+ ctrls += ip_ctrls
603
+
604
+ state_is_generating = gr.State(False)
605
+
606
+ def parse_meta(raw_prompt_txt, is_generating):
607
+ loaded_json = None
608
+ if is_json(raw_prompt_txt):
609
+ loaded_json = json.loads(raw_prompt_txt)
610
+
611
+ if loaded_json is None:
612
+ if is_generating:
613
+ return gr.update(), gr.update(), gr.update()
614
+ else:
615
+ return gr.update(), gr.update(visible=True), gr.update(visible=False)
616
+
617
+ return json.dumps(loaded_json), gr.update(visible=False), gr.update(visible=True)
618
+
619
+ prompt.input(parse_meta, inputs=[prompt, state_is_generating], outputs=[prompt, generate_button, load_parameter_button], queue=False, show_progress=False)
620
+
621
+ load_data_outputs = [advanced_checkbox, image_number, prompt, negative_prompt, style_selections,
622
+ performance_selection, overwrite_step, overwrite_switch, aspect_ratios_selection,
623
+ overwrite_width, overwrite_height, guidance_scale, sharpness, adm_scaler_positive,
624
+ adm_scaler_negative, adm_scaler_end, refiner_swap_method, adaptive_cfg, base_model,
625
+ refiner_model, refiner_switch, sampler_name, scheduler_name, seed_random, image_seed,
626
+ generate_button, load_parameter_button] + freeu_ctrls + lora_ctrls
627
+
628
+ load_parameter_button.click(modules.meta_parser.load_parameter_button_click, inputs=[prompt, state_is_generating], outputs=load_data_outputs, queue=False, show_progress=False)
629
+
630
+ def trigger_metadata_import(filepath, state_is_generating):
631
+ parameters, metadata_scheme = modules.meta_parser.read_info_from_image(filepath)
632
+ if parameters is None:
633
+ print('Could not find metadata in the image!')
634
+ parsed_parameters = {}
635
+ else:
636
+ metadata_parser = modules.meta_parser.get_metadata_parser(metadata_scheme)
637
+ parsed_parameters = metadata_parser.parse_json(parameters)
638
+
639
+ return modules.meta_parser.load_parameter_button_click(parsed_parameters, state_is_generating)
640
+
641
+
642
+ metadata_import_button.click(trigger_metadata_import, inputs=[metadata_input_image, state_is_generating], outputs=load_data_outputs, queue=False, show_progress=True) \
643
+ .then(style_sorter.sort_styles, inputs=style_selections, outputs=style_selections, queue=False, show_progress=False)
644
+
645
+ generate_button.click(lambda: (gr.update(visible=True, interactive=True), gr.update(visible=True, interactive=True), gr.update(visible=False, interactive=False), [], True),
646
+ outputs=[stop_button, skip_button, generate_button, gallery, state_is_generating]) \
647
+ .then(fn=refresh_seed, inputs=[seed_random, image_seed], outputs=image_seed) \
648
+ .then(fn=get_task, inputs=ctrls, outputs=currentTask) \
649
+ .then(fn=generate_clicked, inputs=currentTask, outputs=[progress_html, progress_window, progress_gallery, gallery]) \
650
+ .then(lambda: (gr.update(visible=True, interactive=True), gr.update(visible=False, interactive=False), gr.update(visible=False, interactive=False), False),
651
+ outputs=[generate_button, stop_button, skip_button, state_is_generating]) \
652
+ .then(fn=update_history_link, outputs=history_link) \
653
+ .then(fn=lambda: None, _js='playNotification').then(fn=lambda: None, _js='refresh_grid_delayed')
654
+
655
+ for notification_file in ['notification.ogg', 'notification.mp3']:
656
+ if os.path.exists(notification_file):
657
+ gr.Audio(interactive=False, value=notification_file, elem_id='audio_notification', visible=False)
658
+ break
659
+
660
+ def trigger_describe(mode, img):
661
+ if mode == flags.desc_type_photo:
662
+ from extras.interrogate import default_interrogator as default_interrogator_photo
663
+ return default_interrogator_photo(img), ["Fooocus V2", "Fooocus Enhance", "Fooocus Sharp"]
664
+ if mode == flags.desc_type_anime:
665
+ from extras.wd14tagger import default_interrogator as default_interrogator_anime
666
+ return default_interrogator_anime(img), ["Fooocus V2", "Fooocus Masterpiece"]
667
+ return mode, ["Fooocus V2"]
668
+
669
+ desc_btn.click(trigger_describe, inputs=[desc_method, desc_input_image],
670
+ outputs=[prompt, style_selections], show_progress=True, queue=True)
671
+
672
+
673
+ def dump_default_english_config():
674
+ from modules.localization import dump_english_config
675
+ dump_english_config(grh.all_components)
676
+
677
+
678
+ # dump_default_english_config()
679
+
680
+ shared.gradio_root.launch(
681
+ inbrowser=args_manager.args.in_browser,
682
+ server_name=args_manager.args.listen,
683
+ server_port=args_manager.args.port,
684
+ share=args_manager.args.share,
685
+ auth=check_auth if (args_manager.args.share or args_manager.args.listen) and auth_enabled else None,
686
+ allowed_paths=[modules.config.path_outputs],
687
+ blocked_paths=[constants.AUTH_FILENAME]
688
+ )