Spaces:
Runtime error
Runtime error
Adnan commited on
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,131 +1,124 @@
|
|
| 1 |
"""
|
| 2 |
-
⚡ TimeLapseForge —
|
| 3 |
-
|
| 4 |
"""
|
| 5 |
|
| 6 |
import os
|
| 7 |
import json
|
| 8 |
-
import tempfile
|
| 9 |
import gradio as gr
|
| 10 |
import numpy as np
|
| 11 |
from PIL import Image
|
| 12 |
from typing import List, Optional
|
| 13 |
|
| 14 |
-
# Import our modules
|
| 15 |
from prompt_parser import PromptParser, QuickGenerator
|
| 16 |
from frame_interpolator import FrameInterpolator
|
| 17 |
from video_assembler import VideoAssembler
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
|
| 19 |
-
# ─── Initialize
|
| 20 |
prompt_parser = PromptParser()
|
| 21 |
quick_gen = QuickGenerator()
|
| 22 |
interpolator = FrameInterpolator()
|
| 23 |
assembler = VideoAssembler()
|
| 24 |
|
| 25 |
# ─── Constants ───────────────────────────────────────────────
|
| 26 |
-
|
| 27 |
-
"SDXL Turbo (Fast
|
| 28 |
-
"SDXL Base (HQ
|
| 29 |
-
"SD 1.5 (
|
| 30 |
}
|
| 31 |
|
| 32 |
-
|
| 33 |
-
_image_gen_class = None
|
| 34 |
|
| 35 |
-
def get_image_generator_class():
|
| 36 |
-
global _image_gen_class
|
| 37 |
-
if _image_gen_class is None:
|
| 38 |
-
from image_generator import ImageGenerator
|
| 39 |
-
_image_gen_class = ImageGenerator
|
| 40 |
-
return _image_gen_class
|
| 41 |
|
| 42 |
-
# ───
|
|
|
|
|
|
|
| 43 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 44 |
def parse_input(json_text, quick_text, num_panels, mode):
|
| 45 |
-
"""Parse JSON input or generate from quick text."""
|
| 46 |
if json_text and json_text.strip():
|
| 47 |
result = prompt_parser.parse(json_text)
|
| 48 |
if result["success"]:
|
| 49 |
data = result["data"]
|
| 50 |
prompts = prompt_parser.extract_prompts(data)
|
| 51 |
summary = prompt_parser.get_summary(data)
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
return (
|
| 57 |
-
summary,
|
| 58 |
-
table_data,
|
| 59 |
-
json.dumps(data, indent=2),
|
| 60 |
-
gr.update(visible=True),
|
| 61 |
-
)
|
| 62 |
-
else:
|
| 63 |
-
return (
|
| 64 |
-
f"❌ JSON Parse Error: {result['error']}\n\nCheck your JSON format.",
|
| 65 |
-
[],
|
| 66 |
-
"",
|
| 67 |
-
gr.update(visible=False),
|
| 68 |
-
)
|
| 69 |
elif quick_text and quick_text.strip():
|
| 70 |
-
data = quick_gen.generate(quick_text,
|
| 71 |
prompts = prompt_parser.extract_prompts(data)
|
| 72 |
summary = prompt_parser.get_summary(data)
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
summary + "\n\n⚠️ *Generated from quick text. Use GPT JSON for better results.*",
|
| 79 |
-
table_data,
|
| 80 |
-
json.dumps(data, indent=2),
|
| 81 |
-
gr.update(visible=True),
|
| 82 |
-
)
|
| 83 |
-
else:
|
| 84 |
-
return (
|
| 85 |
-
"⚠️ Please paste JSON or enter a quick text description.",
|
| 86 |
-
[],
|
| 87 |
-
"",
|
| 88 |
-
gr.update(visible=False),
|
| 89 |
-
)
|
| 90 |
|
| 91 |
|
|
|
|
| 92 |
def generate_panels(
|
| 93 |
-
parsed_json,
|
| 94 |
-
|
|
|
|
|
|
|
| 95 |
):
|
| 96 |
-
"""Generate all panel images."""
|
| 97 |
if not parsed_json:
|
| 98 |
-
return [], [], "❌ No
|
| 99 |
|
| 100 |
try:
|
| 101 |
data = json.loads(parsed_json)
|
| 102 |
except json.JSONDecodeError:
|
| 103 |
-
return [], [], "❌ Invalid
|
| 104 |
|
| 105 |
prompts = prompt_parser.extract_prompts(data)
|
| 106 |
if not prompts:
|
| 107 |
-
return [], [], "❌ No panels found
|
| 108 |
|
| 109 |
-
|
| 110 |
-
ImageGenerator = get_image_generator_class()
|
| 111 |
-
gen = ImageGenerator(model_id)
|
| 112 |
|
| 113 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 114 |
|
| 115 |
-
def
|
| 116 |
-
progress(current / total, desc=f"
|
| 117 |
|
| 118 |
gen_steps = int(steps) if steps and int(steps) > 0 else None
|
| 119 |
gen_guidance = float(guidance) if guidance is not None and float(guidance) >= 0 else None
|
|
|
|
|
|
|
| 120 |
|
| 121 |
images = gen.generate_all_panels(
|
| 122 |
-
prompts=prompts,
|
| 123 |
-
|
| 124 |
-
|
| 125 |
-
steps=gen_steps,
|
| 126 |
-
guidance=gen_guidance,
|
| 127 |
-
reference_image=ref_image,
|
| 128 |
-
progress_callback=progress_cb,
|
| 129 |
)
|
| 130 |
|
| 131 |
gallery_items = []
|
|
@@ -133,39 +126,30 @@ def generate_panels(
|
|
| 133 |
label = prompts[i]["panel_title"] if i < len(prompts) else f"Panel {i+1}"
|
| 134 |
gallery_items.append((img, label))
|
| 135 |
|
| 136 |
-
|
| 137 |
-
return gallery_items, images, status
|
| 138 |
|
| 139 |
|
|
|
|
| 140 |
def interpolate_and_assemble(
|
| 141 |
images_state, parsed_json, interp_multiplier, interp_method,
|
| 142 |
fps, hold_seconds, add_labels, add_progress_bar, add_bookend,
|
| 143 |
music_file, export_gif, progress=gr.Progress(),
|
| 144 |
):
|
| 145 |
-
"""Interpolate frames and assemble video."""
|
| 146 |
if not images_state:
|
| 147 |
-
return None, None, None, "❌ No images. Generate
|
| 148 |
|
| 149 |
images = images_state
|
| 150 |
interp_multiplier = int(interp_multiplier)
|
| 151 |
|
| 152 |
-
|
| 153 |
-
progress(0.1, desc="Interpolating frames...")
|
| 154 |
if interp_multiplier > 1:
|
| 155 |
-
def
|
| 156 |
-
|
| 157 |
-
|
| 158 |
-
|
| 159 |
-
smooth_frames = interpolator.interpolate_sequence(
|
| 160 |
-
images,
|
| 161 |
-
multiplier=interp_multiplier,
|
| 162 |
-
method=interp_method,
|
| 163 |
-
progress_callback=interp_cb,
|
| 164 |
-
)
|
| 165 |
else:
|
| 166 |
-
|
| 167 |
|
| 168 |
-
# Step 2: Extract labels
|
| 169 |
labels = None
|
| 170 |
if add_labels and parsed_json:
|
| 171 |
try:
|
|
@@ -173,57 +157,48 @@ def interpolate_and_assemble(
|
|
| 173 |
prompts = prompt_parser.extract_prompts(data)
|
| 174 |
if interp_multiplier > 1:
|
| 175 |
labels = []
|
| 176 |
-
for
|
| 177 |
labels.append(p.get("timestamp_label", ""))
|
| 178 |
labels.extend([""] * interp_multiplier)
|
| 179 |
-
labels = labels[:len(
|
| 180 |
else:
|
| 181 |
labels = [p.get("timestamp_label", "") for p in prompts]
|
| 182 |
except Exception:
|
| 183 |
-
|
| 184 |
|
| 185 |
-
# Step 3: Assemble video
|
| 186 |
progress(0.5, desc="Assembling video...")
|
| 187 |
-
adj_hold = float(hold_seconds)
|
| 188 |
-
if interp_multiplier > 1:
|
| 189 |
-
adj_hold = adj_hold / max(interp_multiplier, 1)
|
| 190 |
|
| 191 |
video_path = assembler.create_video(
|
| 192 |
-
|
| 193 |
-
|
| 194 |
-
|
| 195 |
-
add_labels=add_labels,
|
| 196 |
-
labels=labels,
|
| 197 |
-
add_progress=add_progress_bar,
|
| 198 |
-
add_bookend_labels=add_bookend,
|
| 199 |
)
|
| 200 |
|
| 201 |
-
# Step 4: Add audio
|
| 202 |
if music_file:
|
| 203 |
progress(0.8, desc="Adding audio...")
|
| 204 |
video_path = assembler.add_audio_to_video(video_path, music_file)
|
| 205 |
|
| 206 |
-
|
| 207 |
-
progress(0.9, desc="Creating comparison...")
|
| 208 |
comparison = assembler.create_comparison_image(images[0], images[-1])
|
| 209 |
|
| 210 |
-
# Step 6: GIF
|
| 211 |
gif_path = None
|
| 212 |
if export_gif:
|
| 213 |
-
progress(0.95, desc="
|
| 214 |
-
gif_path = assembler.create_gif(images
|
| 215 |
|
| 216 |
-
|
| 217 |
-
status = f"✅ Video created! {len(smooth_frames)} frames at {int(fps)}fps"
|
| 218 |
-
return video_path, comparison, gif_path, status
|
| 219 |
|
| 220 |
|
|
|
|
| 221 |
def regenerate_single(
|
| 222 |
-
panel_num, parsed_json, images_state,
|
|
|
|
|
|
|
|
|
|
| 223 |
):
|
| 224 |
-
"""Regenerate a single panel."""
|
| 225 |
if not images_state or not parsed_json:
|
| 226 |
-
return images_state, [], "❌ No
|
| 227 |
|
| 228 |
try:
|
| 229 |
data = json.loads(parsed_json)
|
|
@@ -233,172 +208,239 @@ def regenerate_single(
|
|
| 233 |
|
| 234 |
idx = int(panel_num) - 1
|
| 235 |
if idx < 0 or idx >= len(images_state):
|
| 236 |
-
return images_state, [], f"❌
|
| 237 |
|
| 238 |
-
|
| 239 |
-
|
| 240 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 241 |
|
| 242 |
_, updated = gen.regenerate_single_panel(
|
| 243 |
-
idx, prompts, images_state, float(strength), int(base_seed)
|
| 244 |
-
)
|
| 245 |
|
| 246 |
-
|
| 247 |
-
return updated,
|
| 248 |
|
| 249 |
|
| 250 |
-
#
|
|
|
|
|
|
|
| 251 |
|
| 252 |
-
|
| 253 |
-
# ⚡ TimeLapseForge
|
| 254 |
-
###
|
| 255 |
|
| 256 |
-
**
|
|
|
|
| 257 |
"""
|
| 258 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 259 |
with gr.Blocks(
|
| 260 |
-
title="⚡ TimeLapseForge",
|
| 261 |
theme=gr.themes.Soft(primary_hue="emerald", secondary_hue="blue"),
|
| 262 |
) as app:
|
| 263 |
|
| 264 |
-
# Shared State
|
| 265 |
images_state = gr.State(value=[])
|
| 266 |
parsed_json_state = gr.State(value="")
|
| 267 |
|
| 268 |
-
gr.Markdown(
|
| 269 |
|
| 270 |
with gr.Tabs():
|
| 271 |
|
| 272 |
-
#
|
|
|
|
|
|
|
| 273 |
with gr.Tab("📥 Input & Parse"):
|
| 274 |
with gr.Row():
|
| 275 |
with gr.Column(scale=2):
|
| 276 |
json_input = gr.Textbox(
|
| 277 |
-
label="📋 Paste GPT JSON
|
| 278 |
-
placeholder='
|
| 279 |
lines=15,
|
| 280 |
)
|
| 281 |
with gr.Column(scale=1):
|
| 282 |
gr.Markdown("**— OR — Quick Text:**")
|
| 283 |
quick_text = gr.Textbox(
|
| 284 |
-
label="⚡ Quick
|
| 285 |
-
placeholder="
|
| 286 |
lines=3,
|
| 287 |
)
|
| 288 |
-
|
| 289 |
-
|
| 290 |
-
|
| 291 |
-
)
|
| 292 |
-
quick_mode = gr.Dropdown(
|
| 293 |
-
["restoration", "creation"],
|
| 294 |
-
value="restoration",
|
| 295 |
-
label="Mode",
|
| 296 |
-
)
|
| 297 |
|
| 298 |
parse_btn = gr.Button("🔍 Parse & Preview", variant="primary", size="lg")
|
| 299 |
parse_status = gr.Markdown("")
|
| 300 |
prompt_table = gr.Dataframe(
|
| 301 |
headers=["#", "Phase", "Title", "Prompt Preview"],
|
| 302 |
-
label="📊
|
| 303 |
-
visible=False,
|
| 304 |
-
wrap=True,
|
| 305 |
-
)
|
| 306 |
|
| 307 |
-
#
|
|
|
|
|
|
|
| 308 |
with gr.Tab("🎨 Generate Panels"):
|
| 309 |
with gr.Row():
|
| 310 |
with gr.Column(scale=1):
|
| 311 |
-
|
| 312 |
-
|
| 313 |
-
|
| 314 |
-
|
|
|
|
| 315 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 316 |
strength = gr.Slider(
|
| 317 |
0.15, 0.70, value=0.38, step=0.01,
|
| 318 |
label="🔄 Change Strength",
|
| 319 |
-
info="Lower = more consistent
|
| 320 |
-
)
|
| 321 |
-
base_seed = gr.Number(value=42, label="🌱 Base Seed", precision=0)
|
| 322 |
-
steps = gr.Slider(
|
| 323 |
-
0, 50, value=0, step=1,
|
| 324 |
-
label="🔢 Steps (0=auto)",
|
| 325 |
-
)
|
| 326 |
-
guidance = gr.Slider(
|
| 327 |
-
-1, 15, value=-1, step=0.5,
|
| 328 |
-
label="🎯 Guidance (-1=auto)",
|
| 329 |
-
)
|
| 330 |
-
ref_image = gr.Image(
|
| 331 |
-
label="🖼️ Reference Image (optional)", type="pil",
|
| 332 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 333 |
|
| 334 |
with gr.Column(scale=3):
|
| 335 |
generate_btn = gr.Button(
|
| 336 |
-
"🚀 Generate All Panels", variant="primary", size="lg"
|
| 337 |
-
)
|
| 338 |
gen_status = gr.Markdown("")
|
| 339 |
gallery = gr.Gallery(
|
| 340 |
label="🖼️ Generated Panels",
|
| 341 |
-
columns=5,
|
| 342 |
-
rows=3,
|
| 343 |
-
height=450,
|
| 344 |
-
object_fit="contain",
|
| 345 |
-
)
|
| 346 |
|
| 347 |
with gr.Accordion("🔄 Regenerate Single Panel", open=False):
|
| 348 |
with gr.Row():
|
| 349 |
-
|
| 350 |
-
value=1, label="Panel Number", precision=0
|
| 351 |
-
)
|
| 352 |
regen_btn = gr.Button("🔄 Regenerate", variant="secondary")
|
| 353 |
regen_status = gr.Markdown("")
|
| 354 |
|
| 355 |
-
#
|
|
|
|
|
|
|
| 356 |
with gr.Tab("🎬 Create Video"):
|
| 357 |
with gr.Row():
|
| 358 |
with gr.Column(scale=1):
|
| 359 |
gr.Markdown("### 🎞️ Interpolation")
|
| 360 |
-
interp_mult = gr.Slider(
|
| 361 |
-
|
| 362 |
-
label="Frame Multiplier",
|
| 363 |
-
info="1=none, 3=smooth, 6=ultra",
|
| 364 |
-
)
|
| 365 |
-
interp_method = gr.Dropdown(
|
| 366 |
-
["blend", "flow"], value="blend",
|
| 367 |
-
label="Method",
|
| 368 |
-
)
|
| 369 |
|
| 370 |
gr.Markdown("### 🎬 Video")
|
| 371 |
vid_fps = gr.Slider(12, 60, value=24, step=1, label="FPS")
|
| 372 |
-
frame_hold = gr.Slider(
|
| 373 |
-
0.3, 5.0, value=1.5, step=0.1,
|
| 374 |
-
label="Seconds per Panel",
|
| 375 |
-
)
|
| 376 |
|
| 377 |
gr.Markdown("### 🏷️ Overlays")
|
| 378 |
-
add_labels = gr.Checkbox(value=True, label="
|
| 379 |
add_progress_bar = gr.Checkbox(value=True, label="Progress bar")
|
| 380 |
-
add_bookend = gr.Checkbox(value=True, label="BEFORE
|
| 381 |
|
| 382 |
gr.Markdown("### 🎵 Audio")
|
| 383 |
-
music_file = gr.Audio(
|
| 384 |
-
|
| 385 |
-
)
|
| 386 |
-
|
| 387 |
-
gr.Markdown("### 📦 Export")
|
| 388 |
-
export_gif = gr.Checkbox(value=False, label="Also export GIF")
|
| 389 |
|
| 390 |
with gr.Column(scale=2):
|
| 391 |
assemble_btn = gr.Button(
|
| 392 |
-
"🎬
|
| 393 |
-
variant="primary",
|
| 394 |
-
size="lg",
|
| 395 |
-
)
|
| 396 |
vid_status = gr.Markdown("")
|
| 397 |
-
video_output = gr.Video(label="🎥 Timelapse
|
| 398 |
-
comparison_output = gr.Image(label="📊 Before
|
| 399 |
-
gif_output = gr.File(label="📦 GIF
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 400 |
|
| 401 |
-
# ── Event Handlers ──
|
| 402 |
parse_btn.click(
|
| 403 |
fn=parse_input,
|
| 404 |
inputs=[json_input, quick_text, quick_panels, quick_mode],
|
|
@@ -408,8 +450,10 @@ with gr.Blocks(
|
|
| 408 |
generate_btn.click(
|
| 409 |
fn=generate_panels,
|
| 410 |
inputs=[
|
| 411 |
-
parsed_json_state,
|
| 412 |
-
|
|
|
|
|
|
|
| 413 |
],
|
| 414 |
outputs=[gallery, images_state, gen_status],
|
| 415 |
)
|
|
@@ -417,8 +461,10 @@ with gr.Blocks(
|
|
| 417 |
regen_btn.click(
|
| 418 |
fn=regenerate_single,
|
| 419 |
inputs=[
|
| 420 |
-
|
| 421 |
-
|
|
|
|
|
|
|
| 422 |
],
|
| 423 |
outputs=[images_state, gallery, regen_status],
|
| 424 |
)
|
|
@@ -434,6 +480,5 @@ with gr.Blocks(
|
|
| 434 |
)
|
| 435 |
|
| 436 |
|
| 437 |
-
# ─── Launch ──────────────────────────────────────────────────
|
| 438 |
if __name__ == "__main__":
|
| 439 |
app.launch()
|
|
|
|
| 1 |
"""
|
| 2 |
+
⚡ TimeLapseForge v2.0 — Universal API Edition
|
| 3 |
+
Supports 13+ image generation APIs + local models.
|
| 4 |
"""
|
| 5 |
|
| 6 |
import os
|
| 7 |
import json
|
|
|
|
| 8 |
import gradio as gr
|
| 9 |
import numpy as np
|
| 10 |
from PIL import Image
|
| 11 |
from typing import List, Optional
|
| 12 |
|
|
|
|
| 13 |
from prompt_parser import PromptParser, QuickGenerator
|
| 14 |
from frame_interpolator import FrameInterpolator
|
| 15 |
from video_assembler import VideoAssembler
|
| 16 |
+
from api_providers import (
|
| 17 |
+
PROVIDERS, PROVIDER_DISPLAY_NAMES,
|
| 18 |
+
get_models_for_provider, get_provider_info,
|
| 19 |
+
)
|
| 20 |
|
| 21 |
+
# ─── Initialize ──────────────────────────────────────────────
|
| 22 |
prompt_parser = PromptParser()
|
| 23 |
quick_gen = QuickGenerator()
|
| 24 |
interpolator = FrameInterpolator()
|
| 25 |
assembler = VideoAssembler()
|
| 26 |
|
| 27 |
# ─── Constants ───────────────────────────────────────────────
|
| 28 |
+
LOCAL_MODELS = {
|
| 29 |
+
"SDXL Turbo (Fast)": "stabilityai/sdxl-turbo",
|
| 30 |
+
"SDXL Base (HQ)": "stabilityai/stable-diffusion-xl-base-1.0",
|
| 31 |
+
"SD 1.5 (Light)": "runwayml/stable-diffusion-v1-5",
|
| 32 |
}
|
| 33 |
|
| 34 |
+
PROVIDER_CHOICES = [p["display_name"] for p in get_provider_info()]
|
|
|
|
| 35 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 36 |
|
| 37 |
+
# ─── Helper: Get provider key from display name ─────────────
|
| 38 |
+
def display_to_key(display_name):
|
| 39 |
+
return PROVIDER_DISPLAY_NAMES.get(display_name, "openai")
|
| 40 |
|
| 41 |
+
|
| 42 |
+
# ─── Dynamic Model List ─────────────────────────────────────
|
| 43 |
+
def update_model_list(provider_display_name):
|
| 44 |
+
key = display_to_key(provider_display_name)
|
| 45 |
+
models = get_models_for_provider(key)
|
| 46 |
+
if models:
|
| 47 |
+
return gr.update(choices=models, value=models[0])
|
| 48 |
+
return gr.update(choices=["custom"], value="custom")
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
# ─── Parse Input ─────────────────────────────────────────────
|
| 52 |
def parse_input(json_text, quick_text, num_panels, mode):
|
|
|
|
| 53 |
if json_text and json_text.strip():
|
| 54 |
result = prompt_parser.parse(json_text)
|
| 55 |
if result["success"]:
|
| 56 |
data = result["data"]
|
| 57 |
prompts = prompt_parser.extract_prompts(data)
|
| 58 |
summary = prompt_parser.get_summary(data)
|
| 59 |
+
table = [[p["panel_id"], p["phase"], p["panel_title"],
|
| 60 |
+
p["main_prompt"][:100] + "..."] for p in prompts]
|
| 61 |
+
return summary, table, json.dumps(data, indent=2), gr.update(visible=True)
|
| 62 |
+
return f"❌ Parse Error: {result['error']}", [], "", gr.update(visible=False)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 63 |
elif quick_text and quick_text.strip():
|
| 64 |
+
data = quick_gen.generate(quick_text, int(num_panels), mode)
|
| 65 |
prompts = prompt_parser.extract_prompts(data)
|
| 66 |
summary = prompt_parser.get_summary(data)
|
| 67 |
+
table = [[p["panel_id"], p["phase"], p["panel_title"],
|
| 68 |
+
p["main_prompt"][:100] + "..."] for p in prompts]
|
| 69 |
+
return (summary + "\n\n⚠️ *Quick text — use GPT JSON for better results*",
|
| 70 |
+
table, json.dumps(data, indent=2), gr.update(visible=True))
|
| 71 |
+
return "⚠️ Paste JSON or enter quick text.", [], "", gr.update(visible=False)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 72 |
|
| 73 |
|
| 74 |
+
# ─── Generate Panels ─────────────────────────────────────────
|
| 75 |
def generate_panels(
|
| 76 |
+
parsed_json, gen_mode, local_model, provider_name, api_key,
|
| 77 |
+
api_model, custom_base_url, custom_endpoint_url,
|
| 78 |
+
strength, base_seed, steps, guidance, width, height,
|
| 79 |
+
ref_image, progress=gr.Progress(),
|
| 80 |
):
|
|
|
|
| 81 |
if not parsed_json:
|
| 82 |
+
return [], [], "❌ No JSON. Parse input first."
|
| 83 |
|
| 84 |
try:
|
| 85 |
data = json.loads(parsed_json)
|
| 86 |
except json.JSONDecodeError:
|
| 87 |
+
return [], [], "❌ Invalid JSON."
|
| 88 |
|
| 89 |
prompts = prompt_parser.extract_prompts(data)
|
| 90 |
if not prompts:
|
| 91 |
+
return [], [], "❌ No panels found."
|
| 92 |
|
| 93 |
+
from image_generator import ImageGenerator
|
|
|
|
|
|
|
| 94 |
|
| 95 |
+
if gen_mode == "🖥️ Local (Free GPU)":
|
| 96 |
+
model_id = LOCAL_MODELS.get(local_model, "stabilityai/sdxl-turbo")
|
| 97 |
+
gen = ImageGenerator(mode="local", local_model_id=model_id)
|
| 98 |
+
else:
|
| 99 |
+
pkey = display_to_key(provider_name)
|
| 100 |
+
if not api_key or not api_key.strip():
|
| 101 |
+
return [], [], f"❌ API key required for {provider_name}"
|
| 102 |
+
gen = ImageGenerator(
|
| 103 |
+
mode="api", provider_name=pkey, api_key=api_key.strip(),
|
| 104 |
+
api_model=api_model, custom_base_url=custom_base_url,
|
| 105 |
+
custom_endpoint_url=custom_endpoint_url,
|
| 106 |
+
)
|
| 107 |
+
|
| 108 |
+
progress(0, desc="Starting generation...")
|
| 109 |
|
| 110 |
+
def cb(current, total):
|
| 111 |
+
progress(current / total, desc=f"Panel {current}/{total}")
|
| 112 |
|
| 113 |
gen_steps = int(steps) if steps and int(steps) > 0 else None
|
| 114 |
gen_guidance = float(guidance) if guidance is not None and float(guidance) >= 0 else None
|
| 115 |
+
w = int(width) if width and int(width) > 0 else None
|
| 116 |
+
h = int(height) if height and int(height) > 0 else None
|
| 117 |
|
| 118 |
images = gen.generate_all_panels(
|
| 119 |
+
prompts=prompts, strength=float(strength), base_seed=int(base_seed),
|
| 120 |
+
steps=gen_steps, guidance=gen_guidance, width=w, height=h,
|
| 121 |
+
reference_image=ref_image, progress_callback=cb,
|
|
|
|
|
|
|
|
|
|
|
|
|
| 122 |
)
|
| 123 |
|
| 124 |
gallery_items = []
|
|
|
|
| 126 |
label = prompts[i]["panel_title"] if i < len(prompts) else f"Panel {i+1}"
|
| 127 |
gallery_items.append((img, label))
|
| 128 |
|
| 129 |
+
return gallery_items, images, f"✅ Generated {len(images)} panels!"
|
|
|
|
| 130 |
|
| 131 |
|
| 132 |
+
# ─── Interpolate & Assemble ──────────────────────────────────
|
| 133 |
def interpolate_and_assemble(
|
| 134 |
images_state, parsed_json, interp_multiplier, interp_method,
|
| 135 |
fps, hold_seconds, add_labels, add_progress_bar, add_bookend,
|
| 136 |
music_file, export_gif, progress=gr.Progress(),
|
| 137 |
):
|
|
|
|
| 138 |
if not images_state:
|
| 139 |
+
return None, None, None, "❌ No images. Generate first."
|
| 140 |
|
| 141 |
images = images_state
|
| 142 |
interp_multiplier = int(interp_multiplier)
|
| 143 |
|
| 144 |
+
progress(0.1, desc="Interpolating...")
|
|
|
|
| 145 |
if interp_multiplier > 1:
|
| 146 |
+
def icb(c, t):
|
| 147 |
+
progress(0.1 + (c/t)*0.3, desc=f"Interpolating {c}/{t}")
|
| 148 |
+
smooth = interpolator.interpolate_sequence(
|
| 149 |
+
images, interp_multiplier, interp_method, icb)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 150 |
else:
|
| 151 |
+
smooth = list(images)
|
| 152 |
|
|
|
|
| 153 |
labels = None
|
| 154 |
if add_labels and parsed_json:
|
| 155 |
try:
|
|
|
|
| 157 |
prompts = prompt_parser.extract_prompts(data)
|
| 158 |
if interp_multiplier > 1:
|
| 159 |
labels = []
|
| 160 |
+
for p in prompts:
|
| 161 |
labels.append(p.get("timestamp_label", ""))
|
| 162 |
labels.extend([""] * interp_multiplier)
|
| 163 |
+
labels = labels[:len(smooth)]
|
| 164 |
else:
|
| 165 |
labels = [p.get("timestamp_label", "") for p in prompts]
|
| 166 |
except Exception:
|
| 167 |
+
pass
|
| 168 |
|
|
|
|
| 169 |
progress(0.5, desc="Assembling video...")
|
| 170 |
+
adj_hold = float(hold_seconds) / max(interp_multiplier, 1) if interp_multiplier > 1 else float(hold_seconds)
|
|
|
|
|
|
|
| 171 |
|
| 172 |
video_path = assembler.create_video(
|
| 173 |
+
smooth, fps=int(fps), hold_seconds=adj_hold,
|
| 174 |
+
add_labels=add_labels, labels=labels,
|
| 175 |
+
add_progress=add_progress_bar, add_bookend_labels=add_bookend,
|
|
|
|
|
|
|
|
|
|
|
|
|
| 176 |
)
|
| 177 |
|
|
|
|
| 178 |
if music_file:
|
| 179 |
progress(0.8, desc="Adding audio...")
|
| 180 |
video_path = assembler.add_audio_to_video(video_path, music_file)
|
| 181 |
|
| 182 |
+
progress(0.9, desc="Comparison...")
|
|
|
|
| 183 |
comparison = assembler.create_comparison_image(images[0], images[-1])
|
| 184 |
|
|
|
|
| 185 |
gif_path = None
|
| 186 |
if export_gif:
|
| 187 |
+
progress(0.95, desc="GIF...")
|
| 188 |
+
gif_path = assembler.create_gif(images)
|
| 189 |
|
| 190 |
+
return video_path, comparison, gif_path, f"✅ Done! {len(smooth)} frames at {int(fps)}fps"
|
|
|
|
|
|
|
| 191 |
|
| 192 |
|
| 193 |
+
# ─── Regenerate Single ───────────────────────────────────────
|
| 194 |
def regenerate_single(
|
| 195 |
+
panel_num, parsed_json, images_state,
|
| 196 |
+
gen_mode, local_model, provider_name, api_key,
|
| 197 |
+
api_model, custom_base_url, custom_endpoint_url,
|
| 198 |
+
strength, base_seed,
|
| 199 |
):
|
|
|
|
| 200 |
if not images_state or not parsed_json:
|
| 201 |
+
return images_state, [], "❌ No data."
|
| 202 |
|
| 203 |
try:
|
| 204 |
data = json.loads(parsed_json)
|
|
|
|
| 208 |
|
| 209 |
idx = int(panel_num) - 1
|
| 210 |
if idx < 0 or idx >= len(images_state):
|
| 211 |
+
return images_state, [], f"❌ Panel must be 1-{len(images_state)}"
|
| 212 |
|
| 213 |
+
from image_generator import ImageGenerator
|
| 214 |
+
|
| 215 |
+
if gen_mode == "🖥️ Local (Free GPU)":
|
| 216 |
+
model_id = LOCAL_MODELS.get(local_model, "stabilityai/sdxl-turbo")
|
| 217 |
+
gen = ImageGenerator(mode="local", local_model_id=model_id)
|
| 218 |
+
else:
|
| 219 |
+
pkey = display_to_key(provider_name)
|
| 220 |
+
gen = ImageGenerator(
|
| 221 |
+
mode="api", provider_name=pkey, api_key=api_key.strip(),
|
| 222 |
+
api_model=api_model, custom_base_url=custom_base_url,
|
| 223 |
+
custom_endpoint_url=custom_endpoint_url,
|
| 224 |
+
)
|
| 225 |
|
| 226 |
_, updated = gen.regenerate_single_panel(
|
| 227 |
+
idx, prompts, images_state, float(strength), int(base_seed))
|
|
|
|
| 228 |
|
| 229 |
+
gallery = [(img, f"Panel {i+1}") for i, img in enumerate(updated)]
|
| 230 |
+
return updated, gallery, f"✅ Panel {int(panel_num)} regenerated!"
|
| 231 |
|
| 232 |
|
| 233 |
+
# ═══════════════════════════════════════════
|
| 234 |
+
# GRADIO UI
|
| 235 |
+
# ════════════════════��══════════════════════
|
| 236 |
|
| 237 |
+
HEADER = """
|
| 238 |
+
# ⚡ TimeLapseForge v2.0 — Universal API Edition
|
| 239 |
+
### Supports **13+ AI Image APIs** — Enter YOUR API key, select model, generate!
|
| 240 |
|
| 241 |
+
**OpenAI** · **Stability AI** · **Replicate** · **Together AI** · **Fal.ai** · **Google Gemini**
|
| 242 |
+
· **HuggingFace** · **xAI Grok** · **Fireworks** · **Ideogram** · **Leonardo** · **Custom API** · **Local GPU**
|
| 243 |
"""
|
| 244 |
|
| 245 |
+
API_HELP = """
|
| 246 |
+
### 🔑 Where to Get API Keys
|
| 247 |
+
|
| 248 |
+
| Provider | Get Key | Free Tier? |
|
| 249 |
+
|---|---|---|
|
| 250 |
+
| OpenAI | [platform.openai.com](https://platform.openai.com/api-keys) | Pay-per-use |
|
| 251 |
+
| Stability AI | [platform.stability.ai](https://platform.stability.ai/account/keys) | 25 free credits |
|
| 252 |
+
| Replicate | [replicate.com](https://replicate.com/account/api-tokens) | Free tier |
|
| 253 |
+
| Together AI | [api.together.xyz](https://api.together.xyz/settings/api-keys) | $5 free |
|
| 254 |
+
| Fal.ai | [fal.ai/dashboard](https://fal.ai/dashboard/keys) | $10 free |
|
| 255 |
+
| Google Gemini | [aistudio.google.com](https://aistudio.google.com/apikey) | Free! |
|
| 256 |
+
| HuggingFace | [huggingface.co](https://huggingface.co/settings/tokens) | Free! |
|
| 257 |
+
| xAI Grok | [console.x.ai](https://console.x.ai/team/default/api-keys) | $25 free/mo |
|
| 258 |
+
| Fireworks | [fireworks.ai](https://fireworks.ai/account/api-keys) | $1 free |
|
| 259 |
+
| Ideogram | [ideogram.ai](https://ideogram.ai/manage-api) | Pay-per-use |
|
| 260 |
+
| Leonardo | [leonardo.ai](https://app.leonardo.ai/api-access) | 150 free/day |
|
| 261 |
+
"""
|
| 262 |
+
|
| 263 |
+
|
| 264 |
with gr.Blocks(
|
| 265 |
+
title="⚡ TimeLapseForge v2.0",
|
| 266 |
theme=gr.themes.Soft(primary_hue="emerald", secondary_hue="blue"),
|
| 267 |
) as app:
|
| 268 |
|
|
|
|
| 269 |
images_state = gr.State(value=[])
|
| 270 |
parsed_json_state = gr.State(value="")
|
| 271 |
|
| 272 |
+
gr.Markdown(HEADER)
|
| 273 |
|
| 274 |
with gr.Tabs():
|
| 275 |
|
| 276 |
+
# ════════════════════════════════════════
|
| 277 |
+
# TAB 1: INPUT
|
| 278 |
+
# ════════════════════════════════════════
|
| 279 |
with gr.Tab("📥 Input & Parse"):
|
| 280 |
with gr.Row():
|
| 281 |
with gr.Column(scale=2):
|
| 282 |
json_input = gr.Textbox(
|
| 283 |
+
label="📋 Paste GPT JSON",
|
| 284 |
+
placeholder='{\n "project_metadata": {...},\n "panels": [...]\n}',
|
| 285 |
lines=15,
|
| 286 |
)
|
| 287 |
with gr.Column(scale=1):
|
| 288 |
gr.Markdown("**— OR — Quick Text:**")
|
| 289 |
quick_text = gr.Textbox(
|
| 290 |
+
label="⚡ Quick Command",
|
| 291 |
+
placeholder="Restore a rusty 1969 Camaro SS",
|
| 292 |
lines=3,
|
| 293 |
)
|
| 294 |
+
quick_panels = gr.Slider(8, 40, value=20, step=1, label="Panels")
|
| 295 |
+
quick_mode = gr.Dropdown(
|
| 296 |
+
["restoration", "creation"], value="restoration", label="Mode")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 297 |
|
| 298 |
parse_btn = gr.Button("🔍 Parse & Preview", variant="primary", size="lg")
|
| 299 |
parse_status = gr.Markdown("")
|
| 300 |
prompt_table = gr.Dataframe(
|
| 301 |
headers=["#", "Phase", "Title", "Prompt Preview"],
|
| 302 |
+
label="📊 Panels", visible=False, wrap=True)
|
|
|
|
|
|
|
|
|
|
| 303 |
|
| 304 |
+
# ════════════════════════════════════════
|
| 305 |
+
# TAB 2: GENERATE
|
| 306 |
+
# ════════════════════════════════════════
|
| 307 |
with gr.Tab("🎨 Generate Panels"):
|
| 308 |
with gr.Row():
|
| 309 |
with gr.Column(scale=1):
|
| 310 |
+
# --- Generation Mode ---
|
| 311 |
+
gen_mode = gr.Radio(
|
| 312 |
+
["🖥️ Local (Free GPU)", "🌐 API (Your Key)"],
|
| 313 |
+
value="🌐 API (Your Key)",
|
| 314 |
+
label="Generation Mode",
|
| 315 |
)
|
| 316 |
+
|
| 317 |
+
# --- Local Settings ---
|
| 318 |
+
with gr.Group(visible=False) as local_group:
|
| 319 |
+
gr.Markdown("### 🖥️ Local Model")
|
| 320 |
+
local_model = gr.Dropdown(
|
| 321 |
+
list(LOCAL_MODELS.keys()),
|
| 322 |
+
value="SDXL Turbo (Fast)",
|
| 323 |
+
label="Model",
|
| 324 |
+
)
|
| 325 |
+
|
| 326 |
+
# --- API Settings ---
|
| 327 |
+
with gr.Group(visible=True) as api_group:
|
| 328 |
+
gr.Markdown("### 🌐 API Provider")
|
| 329 |
+
provider_dropdown = gr.Dropdown(
|
| 330 |
+
PROVIDER_CHOICES,
|
| 331 |
+
value=PROVIDER_CHOICES[0],
|
| 332 |
+
label="Provider",
|
| 333 |
+
)
|
| 334 |
+
api_key_input = gr.Textbox(
|
| 335 |
+
label="🔑 API Key",
|
| 336 |
+
placeholder="Paste your API key here...",
|
| 337 |
+
type="password",
|
| 338 |
+
)
|
| 339 |
+
api_model_dropdown = gr.Dropdown(
|
| 340 |
+
label="🤖 Model",
|
| 341 |
+
choices=get_models_for_provider("openai"),
|
| 342 |
+
value="dall-e-3",
|
| 343 |
+
allow_custom_value=True,
|
| 344 |
+
)
|
| 345 |
+
with gr.Accordion("🔧 Custom API Settings", open=False):
|
| 346 |
+
custom_base_url = gr.Textbox(
|
| 347 |
+
label="Custom Base URL (OpenAI-compatible)",
|
| 348 |
+
placeholder="https://your-api.com/v1",
|
| 349 |
+
)
|
| 350 |
+
custom_endpoint_url = gr.Textbox(
|
| 351 |
+
label="Direct Endpoint URL",
|
| 352 |
+
placeholder="https://your-api.com/generate",
|
| 353 |
+
)
|
| 354 |
+
|
| 355 |
+
# --- Common Settings ---
|
| 356 |
+
gr.Markdown("### ⚙️ Generation Settings")
|
| 357 |
strength = gr.Slider(
|
| 358 |
0.15, 0.70, value=0.38, step=0.01,
|
| 359 |
label="🔄 Change Strength",
|
| 360 |
+
info="Lower = more consistent",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 361 |
)
|
| 362 |
+
base_seed = gr.Number(value=42, label="🌱 Seed", precision=0)
|
| 363 |
+
with gr.Row():
|
| 364 |
+
steps = gr.Slider(0, 50, value=0, step=1, label="Steps (0=auto)")
|
| 365 |
+
guidance = gr.Slider(-1, 15, value=-1, step=0.5, label="CFG (-1=auto)")
|
| 366 |
+
with gr.Row():
|
| 367 |
+
img_width = gr.Number(value=1024, label="Width", precision=0)
|
| 368 |
+
img_height = gr.Number(value=1024, label="Height", precision=0)
|
| 369 |
+
|
| 370 |
+
ref_image = gr.Image(label="🖼️ Reference Image", type="pil")
|
| 371 |
|
| 372 |
with gr.Column(scale=3):
|
| 373 |
generate_btn = gr.Button(
|
| 374 |
+
"🚀 Generate All Panels", variant="primary", size="lg")
|
|
|
|
| 375 |
gen_status = gr.Markdown("")
|
| 376 |
gallery = gr.Gallery(
|
| 377 |
label="🖼️ Generated Panels",
|
| 378 |
+
columns=5, rows=3, height=450, object_fit="contain")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 379 |
|
| 380 |
with gr.Accordion("🔄 Regenerate Single Panel", open=False):
|
| 381 |
with gr.Row():
|
| 382 |
+
regen_num = gr.Number(value=1, label="Panel #", precision=0)
|
|
|
|
|
|
|
| 383 |
regen_btn = gr.Button("🔄 Regenerate", variant="secondary")
|
| 384 |
regen_status = gr.Markdown("")
|
| 385 |
|
| 386 |
+
# ═════════════════════════���══════════════
|
| 387 |
+
# TAB 3: VIDEO
|
| 388 |
+
# ════════════════════════════════════════
|
| 389 |
with gr.Tab("🎬 Create Video"):
|
| 390 |
with gr.Row():
|
| 391 |
with gr.Column(scale=1):
|
| 392 |
gr.Markdown("### 🎞️ Interpolation")
|
| 393 |
+
interp_mult = gr.Slider(1, 8, value=3, step=1, label="Frame Multiplier")
|
| 394 |
+
interp_method = gr.Dropdown(["blend", "flow"], value="blend", label="Method")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 395 |
|
| 396 |
gr.Markdown("### 🎬 Video")
|
| 397 |
vid_fps = gr.Slider(12, 60, value=24, step=1, label="FPS")
|
| 398 |
+
frame_hold = gr.Slider(0.3, 5.0, value=1.5, step=0.1, label="Sec/Panel")
|
|
|
|
|
|
|
|
|
|
| 399 |
|
| 400 |
gr.Markdown("### 🏷️ Overlays")
|
| 401 |
+
add_labels = gr.Checkbox(value=True, label="Timestamps")
|
| 402 |
add_progress_bar = gr.Checkbox(value=True, label="Progress bar")
|
| 403 |
+
add_bookend = gr.Checkbox(value=True, label="BEFORE/AFTER")
|
| 404 |
|
| 405 |
gr.Markdown("### 🎵 Audio")
|
| 406 |
+
music_file = gr.Audio(label="Background Music", type="filepath")
|
| 407 |
+
export_gif = gr.Checkbox(value=False, label="Export GIF too")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 408 |
|
| 409 |
with gr.Column(scale=2):
|
| 410 |
assemble_btn = gr.Button(
|
| 411 |
+
"🎬 Create Video", variant="primary", size="lg")
|
|
|
|
|
|
|
|
|
|
| 412 |
vid_status = gr.Markdown("")
|
| 413 |
+
video_output = gr.Video(label="🎥 Timelapse")
|
| 414 |
+
comparison_output = gr.Image(label="📊 Before/After")
|
| 415 |
+
gif_output = gr.File(label="📦 GIF")
|
| 416 |
+
|
| 417 |
+
# ════════════════════════════════════════
|
| 418 |
+
# TAB 4: API KEYS HELP
|
| 419 |
+
# ════════════════════════════════════════
|
| 420 |
+
with gr.Tab("🔑 API Keys Guide"):
|
| 421 |
+
gr.Markdown(API_HELP)
|
| 422 |
+
|
| 423 |
+
# ── Dynamic UI Updates ──
|
| 424 |
+
|
| 425 |
+
def toggle_mode(mode):
|
| 426 |
+
if mode == "🖥️ Local (Free GPU)":
|
| 427 |
+
return gr.update(visible=True), gr.update(visible=False)
|
| 428 |
+
return gr.update(visible=False), gr.update(visible=True)
|
| 429 |
+
|
| 430 |
+
gen_mode.change(
|
| 431 |
+
fn=toggle_mode,
|
| 432 |
+
inputs=[gen_mode],
|
| 433 |
+
outputs=[local_group, api_group],
|
| 434 |
+
)
|
| 435 |
+
|
| 436 |
+
provider_dropdown.change(
|
| 437 |
+
fn=update_model_list,
|
| 438 |
+
inputs=[provider_dropdown],
|
| 439 |
+
outputs=[api_model_dropdown],
|
| 440 |
+
)
|
| 441 |
+
|
| 442 |
+
# ── Core Event Handlers ──
|
| 443 |
|
|
|
|
| 444 |
parse_btn.click(
|
| 445 |
fn=parse_input,
|
| 446 |
inputs=[json_input, quick_text, quick_panels, quick_mode],
|
|
|
|
| 450 |
generate_btn.click(
|
| 451 |
fn=generate_panels,
|
| 452 |
inputs=[
|
| 453 |
+
parsed_json_state, gen_mode, local_model, provider_dropdown,
|
| 454 |
+
api_key_input, api_model_dropdown, custom_base_url,
|
| 455 |
+
custom_endpoint_url, strength, base_seed, steps, guidance,
|
| 456 |
+
img_width, img_height, ref_image,
|
| 457 |
],
|
| 458 |
outputs=[gallery, images_state, gen_status],
|
| 459 |
)
|
|
|
|
| 461 |
regen_btn.click(
|
| 462 |
fn=regenerate_single,
|
| 463 |
inputs=[
|
| 464 |
+
regen_num, parsed_json_state, images_state,
|
| 465 |
+
gen_mode, local_model, provider_dropdown, api_key_input,
|
| 466 |
+
api_model_dropdown, custom_base_url, custom_endpoint_url,
|
| 467 |
+
strength, base_seed,
|
| 468 |
],
|
| 469 |
outputs=[images_state, gallery, regen_status],
|
| 470 |
)
|
|
|
|
| 480 |
)
|
| 481 |
|
| 482 |
|
|
|
|
| 483 |
if __name__ == "__main__":
|
| 484 |
app.launch()
|