Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -102,8 +102,8 @@ def _generate_video_segment(input_image_path: str, output_image_path: str, promp
|
|
| 102 |
)
|
| 103 |
return result[0]["video"]
|
| 104 |
|
| 105 |
-
def build_relight_prompt(light_type, light_direction, light_intensity, prompt):
|
| 106 |
-
"""Build the relighting prompt based on user selections."""
|
| 107 |
|
| 108 |
# Priority 1: User's prompt (translated to Chinese if needed)
|
| 109 |
if prompt and prompt.strip():
|
|
@@ -116,38 +116,129 @@ def build_relight_prompt(light_type, light_direction, light_intensity, prompt):
|
|
| 116 |
# Priority 2: Build from controls
|
| 117 |
prompt_parts = ["重新照明"]
|
| 118 |
|
| 119 |
-
# Light type descriptions
|
| 120 |
light_descriptions = {
|
| 121 |
-
"
|
| 122 |
-
"
|
| 123 |
-
"
|
| 124 |
-
"
|
| 125 |
-
"
|
| 126 |
-
"
|
| 127 |
-
"
|
| 128 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 129 |
}
|
| 130 |
|
| 131 |
-
# Direction descriptions
|
| 132 |
direction_descriptions = {
|
| 133 |
-
"
|
| 134 |
-
"
|
| 135 |
-
"
|
| 136 |
-
"
|
| 137 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 138 |
}
|
| 139 |
|
| 140 |
# Intensity descriptions
|
| 141 |
intensity_descriptions = {
|
| 142 |
-
"
|
| 143 |
-
"
|
| 144 |
-
"
|
|
|
|
| 145 |
}
|
| 146 |
|
| 147 |
-
#
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 148 |
if light_type != "none":
|
| 149 |
prompt_parts.append(light_descriptions.get(light_type, ""))
|
| 150 |
|
|
|
|
|
|
|
|
|
|
| 151 |
if light_direction != "none":
|
| 152 |
prompt_parts.append(direction_descriptions.get(light_direction, ""))
|
| 153 |
|
|
@@ -158,7 +249,7 @@ def build_relight_prompt(light_type, light_direction, light_intensity, prompt):
|
|
| 158 |
|
| 159 |
# Add instruction if we have settings
|
| 160 |
if len(prompt_parts) > 1:
|
| 161 |
-
final_prompt += "
|
| 162 |
|
| 163 |
return final_prompt if len(prompt_parts) > 1 else "重新照明,使用自然光线对图片进行重新照明"
|
| 164 |
|
|
@@ -169,6 +260,7 @@ def infer_relight(
|
|
| 169 |
light_type,
|
| 170 |
light_direction,
|
| 171 |
light_intensity,
|
|
|
|
| 172 |
prompt,
|
| 173 |
seed,
|
| 174 |
randomize_seed,
|
|
@@ -179,7 +271,7 @@ def infer_relight(
|
|
| 179 |
prev_output = None,
|
| 180 |
progress=gr.Progress(track_tqdm=True)
|
| 181 |
):
|
| 182 |
-
final_prompt = build_relight_prompt(light_type, light_direction, light_intensity, prompt)
|
| 183 |
print(f"Generated Prompt: {final_prompt}")
|
| 184 |
|
| 185 |
if randomize_seed:
|
|
@@ -240,12 +332,15 @@ def create_video_between_images(input_image, output_image, prompt: str, request:
|
|
| 240 |
|
| 241 |
|
| 242 |
# --- UI ---
|
| 243 |
-
css = '''
|
|
|
|
| 244 |
.dark .progress-text{color: white !important}
|
| 245 |
-
#examples{max-width:
|
|
|
|
|
|
|
| 246 |
|
| 247 |
def reset_all():
|
| 248 |
-
return ["none", "none", "none", "", False, True]
|
| 249 |
|
| 250 |
def end_reset():
|
| 251 |
return False
|
|
@@ -278,56 +373,153 @@ with gr.Blocks(theme=gr.themes.Citrus(), css=css) as demo:
|
|
| 278 |
gr.Markdown("""
|
| 279 |
Qwen Image Edit 2509 for Image Relighting ✨
|
| 280 |
Using [dx8152's Qwen-Image-Edit-2509-Relight LoRA](https://huggingface.co/dx8152/Qwen-Image-Edit-2509-Relight) and [linoyts/Qwen-Image-Edit-Rapid-AIO](https://huggingface.co/linoyts/Qwen-Image-Edit-Rapid-AIO) for 4-step inference 💨
|
|
|
|
|
|
|
| 281 |
"""
|
| 282 |
)
|
| 283 |
with gr.Row():
|
| 284 |
-
with gr.Column():
|
| 285 |
image = gr.Image(label="Input Image", type="pil")
|
| 286 |
prev_output = gr.Image(value=None, visible=False)
|
| 287 |
is_reset = gr.Checkbox(value=False, visible=False)
|
| 288 |
|
| 289 |
-
with gr.
|
| 290 |
-
light_type = gr.
|
| 291 |
-
label="Light
|
| 292 |
choices=[
|
| 293 |
("None", "none"),
|
| 294 |
-
("Soft Window Light
|
| 295 |
-
("Golden Hour
|
| 296 |
-
("Studio Lighting
|
| 297 |
-
("Dramatic
|
| 298 |
-
("Natural Daylight
|
| 299 |
-
("Neon
|
| 300 |
-
("Candlelight
|
| 301 |
-
("Moonlight
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 302 |
],
|
| 303 |
-
value="none"
|
|
|
|
| 304 |
)
|
| 305 |
-
|
| 306 |
-
|
| 307 |
-
|
|
|
|
| 308 |
choices=[
|
| 309 |
("None", "none"),
|
| 310 |
-
("Front
|
| 311 |
-
("Side
|
| 312 |
-
("
|
| 313 |
-
("
|
| 314 |
-
("
|
|
|
|
|
|
|
|
|
|
| 315 |
],
|
| 316 |
-
value="none"
|
|
|
|
| 317 |
)
|
| 318 |
-
|
| 319 |
-
|
| 320 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 321 |
choices=[
|
| 322 |
("None", "none"),
|
| 323 |
-
("
|
| 324 |
-
("
|
| 325 |
-
("
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 326 |
],
|
| 327 |
-
value="none"
|
|
|
|
| 328 |
)
|
| 329 |
|
| 330 |
-
with gr.
|
| 331 |
prompt = gr.Textbox(
|
| 332 |
label="Relighting Prompt",
|
| 333 |
placeholder="Example: Add warm sunset lighting from the right",
|
|
@@ -335,10 +527,10 @@ with gr.Blocks(theme=gr.themes.Citrus(), css=css) as demo:
|
|
| 335 |
)
|
| 336 |
|
| 337 |
with gr.Row():
|
| 338 |
-
reset_btn = gr.Button("Reset")
|
| 339 |
-
run_btn = gr.Button("Generate", variant="primary")
|
| 340 |
|
| 341 |
-
with gr.Accordion("Advanced Settings", open=False):
|
| 342 |
seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=0)
|
| 343 |
randomize_seed = gr.Checkbox(label="Randomize Seed", value=True)
|
| 344 |
true_guidance_scale = gr.Slider(label="True Guidance Scale", minimum=1.0, maximum=10.0, step=0.1, value=1.0)
|
|
@@ -346,7 +538,7 @@ with gr.Blocks(theme=gr.themes.Citrus(), css=css) as demo:
|
|
| 346 |
height = gr.Slider(label="Height", minimum=256, maximum=2048, step=8, value=1024)
|
| 347 |
width = gr.Slider(label="Width", minimum=256, maximum=2048, step=8, value=1024)
|
| 348 |
|
| 349 |
-
with gr.Column():
|
| 350 |
result = gr.Image(label="Output Image", interactive=False)
|
| 351 |
prompt_preview = gr.Textbox(label="Processed Prompt", interactive=False)
|
| 352 |
create_video_button = gr.Button("🎥 Create Video Between Images", variant="secondary", visible=False)
|
|
@@ -354,7 +546,7 @@ with gr.Blocks(theme=gr.themes.Citrus(), css=css) as demo:
|
|
| 354 |
video_output = gr.Video(label="Generated Video", show_download_button=True, autoplay=True)
|
| 355 |
|
| 356 |
inputs = [
|
| 357 |
-
image, light_type, light_direction, light_intensity, prompt,
|
| 358 |
seed, randomize_seed, true_guidance_scale, num_inference_steps, height, width, prev_output
|
| 359 |
]
|
| 360 |
outputs = [result, seed, prompt_preview]
|
|
@@ -363,7 +555,7 @@ with gr.Blocks(theme=gr.themes.Citrus(), css=css) as demo:
|
|
| 363 |
reset_btn.click(
|
| 364 |
fn=reset_all,
|
| 365 |
inputs=None,
|
| 366 |
-
outputs=[light_type, light_direction, light_intensity, prompt, is_reset],
|
| 367 |
queue=False
|
| 368 |
).then(fn=end_reset, inputs=None, outputs=[is_reset], queue=False)
|
| 369 |
|
|
@@ -392,16 +584,18 @@ with gr.Blocks(theme=gr.themes.Citrus(), css=css) as demo:
|
|
| 392 |
api_name=False
|
| 393 |
)
|
| 394 |
|
| 395 |
-
# Examples
|
| 396 |
gr.Examples(
|
| 397 |
examples=[
|
| 398 |
-
[None, "soft_window", "side", "soft", "", 0, True, 1.0, 4, 1024, 1024],
|
| 399 |
-
[None, "golden_hour", "front", "medium", "", 0, True, 1.0, 4, 1024, 1024],
|
| 400 |
-
[None, "dramatic", "side", "strong", "", 0, True, 1.0, 4, 1024, 1024],
|
| 401 |
-
[None, "neon", "front", "medium", "", 0, True, 1.0, 4, 1024, 1024],
|
| 402 |
-
[None, "candlelight", "front", "soft", "", 0, True, 1.0, 4, 1024, 1024],
|
|
|
|
|
|
|
| 403 |
],
|
| 404 |
-
inputs=[image, light_type, light_direction, light_intensity, prompt,
|
| 405 |
seed, randomize_seed, true_guidance_scale, num_inference_steps, height, width],
|
| 406 |
outputs=outputs,
|
| 407 |
fn=infer_relight,
|
|
@@ -417,7 +611,7 @@ with gr.Blocks(theme=gr.themes.Citrus(), css=css) as demo:
|
|
| 417 |
).then(
|
| 418 |
fn=reset_all,
|
| 419 |
inputs=None,
|
| 420 |
-
outputs=[light_type, light_direction, light_intensity, prompt, is_reset],
|
| 421 |
queue=False
|
| 422 |
).then(
|
| 423 |
fn=end_reset,
|
|
@@ -438,14 +632,14 @@ with gr.Blocks(theme=gr.themes.Citrus(), css=css) as demo:
|
|
| 438 |
return result_img, result_seed, result_prompt, gr.update(visible=show_button)
|
| 439 |
|
| 440 |
control_inputs = [
|
| 441 |
-
image, light_type, light_direction, light_intensity, prompt,
|
| 442 |
seed, randomize_seed, true_guidance_scale, num_inference_steps, height, width, prev_output
|
| 443 |
]
|
| 444 |
control_inputs_with_flag = [is_reset] + control_inputs
|
| 445 |
|
| 446 |
-
for control in [light_type, light_direction, light_intensity]:
|
| 447 |
control.input(fn=maybe_infer, inputs=control_inputs_with_flag, outputs=outputs + [create_video_button])
|
| 448 |
|
| 449 |
run_event.then(lambda img, *_: img, inputs=[result], outputs=[prev_output])
|
| 450 |
|
| 451 |
-
demo.launch()
|
|
|
|
| 102 |
)
|
| 103 |
return result[0]["video"]
|
| 104 |
|
| 105 |
+
def build_relight_prompt(light_type, light_direction, light_intensity, illumination_env, prompt):
|
| 106 |
+
"""Build the relighting prompt based on user selections - Qwen style."""
|
| 107 |
|
| 108 |
# Priority 1: User's prompt (translated to Chinese if needed)
|
| 109 |
if prompt and prompt.strip():
|
|
|
|
| 116 |
# Priority 2: Build from controls
|
| 117 |
prompt_parts = ["重新照明"]
|
| 118 |
|
| 119 |
+
# Light type descriptions (expanded from IC-Light style but in Chinese)
|
| 120 |
light_descriptions = {
|
| 121 |
+
"none": "",
|
| 122 |
+
"soft_window": "窗帘透光(柔和漫射)",
|
| 123 |
+
"golden_hour": "金色黄昏的温暖光线",
|
| 124 |
+
"studio": "专业摄影棚的均匀光线",
|
| 125 |
+
"dramatic": "戏剧性的高对比度光线",
|
| 126 |
+
"natural": "自然日光",
|
| 127 |
+
"neon": "霓虹灯光效果",
|
| 128 |
+
"candlelight": "烛光的温暖氛围",
|
| 129 |
+
"moonlight": "月光的冷色调",
|
| 130 |
+
"sunrise": "日出的柔和光线",
|
| 131 |
+
"sunset_sea": "海面日落光线",
|
| 132 |
+
"overcast": "阴天的柔和漫射光",
|
| 133 |
+
"harsh_sun": "强烈的正午阳光",
|
| 134 |
+
"twilight": "黄昏时分的神秘光线",
|
| 135 |
+
"aurora": "极光般的多彩光线",
|
| 136 |
+
"firelight": "篝火的跳动光线",
|
| 137 |
+
"lightning": "闪电的瞬间强光",
|
| 138 |
+
"underwater": "水下的柔和蓝光",
|
| 139 |
+
"foggy": "雾气中的柔和扩散光",
|
| 140 |
+
"magic": "魔法般的神秘光芒",
|
| 141 |
+
"cyberpunk": "赛博朋克风格的RGB霓虹光",
|
| 142 |
+
"warm_home": "家庭温馨的暖色光",
|
| 143 |
+
"cold_industrial": "冷酷的工业照明",
|
| 144 |
+
"spotlight": "聚光灯效果",
|
| 145 |
+
"rim_light": "边缘光效果",
|
| 146 |
}
|
| 147 |
|
| 148 |
+
# Direction descriptions (from IC-Light)
|
| 149 |
direction_descriptions = {
|
| 150 |
+
"none": "",
|
| 151 |
+
"front": "正面照射",
|
| 152 |
+
"side": "侧面照射",
|
| 153 |
+
"left": "左侧照射",
|
| 154 |
+
"right": "右侧照射",
|
| 155 |
+
"back": "背后照射(逆光)",
|
| 156 |
+
"top": "上方照射",
|
| 157 |
+
"bottom": "下方照射",
|
| 158 |
+
"diagonal": "对角线照射",
|
| 159 |
}
|
| 160 |
|
| 161 |
# Intensity descriptions
|
| 162 |
intensity_descriptions = {
|
| 163 |
+
"none": "",
|
| 164 |
+
"soft": "柔和强度",
|
| 165 |
+
"medium": "中等强度",
|
| 166 |
+
"strong": "强烈强度",
|
| 167 |
}
|
| 168 |
|
| 169 |
+
# Illumination environments (from IC-Light vary, translated)
|
| 170 |
+
illumination_envs = {
|
| 171 |
+
"none": "",
|
| 172 |
+
"sunshine_window": "阳光从窗户透入",
|
| 173 |
+
"neon_city": "霓虹夜景,城市灯光",
|
| 174 |
+
"sci_fi_rgb": "科幻RGB发光,赛博朋克风格",
|
| 175 |
+
"warm_bedroom": "温暖氛围,家中,卧室",
|
| 176 |
+
"magic_lit": "魔法照明",
|
| 177 |
+
"gothic_cave": "邪恶哥特风格,洞穴中",
|
| 178 |
+
"light_shadow": "光影交错",
|
| 179 |
+
"window_shadow": "窗户投影",
|
| 180 |
+
"soft_studio": "柔和摄影棚灯光",
|
| 181 |
+
"cozy_bedroom": "家庭氛围,温馨卧室照明",
|
| 182 |
+
"wong_kar_wai": "王家卫风格霓虹灯,温暖色调",
|
| 183 |
+
"moonlight_curtains": "月光透过窗帘",
|
| 184 |
+
"stormy_sky": "暴风雨天空照明",
|
| 185 |
+
"underwater_glow": "水下发光,深海",
|
| 186 |
+
"foggy_forest": "雾中森林黎明",
|
| 187 |
+
"meadow_golden": "草地上的黄金时刻",
|
| 188 |
+
"rainbow_neon": "彩虹反射,霓虹",
|
| 189 |
+
"apocalyptic": "末日烟雾氛围",
|
| 190 |
+
"emergency_red": "红色紧急灯光",
|
| 191 |
+
"mystical_forest": "神秘发光,魔法森林",
|
| 192 |
+
"campfire": "篝火光芒",
|
| 193 |
+
"industrial_harsh": "严酷工业照明",
|
| 194 |
+
"mountain_sunrise": "山中日出",
|
| 195 |
+
"desert_evening": "沙漠黄昏",
|
| 196 |
+
"dark_alley": "黑暗小巷的月光",
|
| 197 |
+
"fairground": "游乐场的金色光芒",
|
| 198 |
+
"forest_midnight": "森林深夜",
|
| 199 |
+
"twilight_purple": "黄昏的紫粉色调",
|
| 200 |
+
"foggy_morning": "雾蒙蒙的早晨",
|
| 201 |
+
"rustic_candle": "乡村风格烛光",
|
| 202 |
+
"office_fluorescent": "办公室荧光灯",
|
| 203 |
+
"storm_lightning": "暴风雨中的闪电",
|
| 204 |
+
"fireplace_night": "夜晚壁炉的温暖光芒",
|
| 205 |
+
"ethereal_magic": "空灵发光,魔法森林",
|
| 206 |
+
"beach_dusky": "海滩的黄昏",
|
| 207 |
+
"trees_afternoon": "树林中的午后光线",
|
| 208 |
+
"urban_blue_neon": "蓝色霓虹灯,城市街道",
|
| 209 |
+
"rain_police": "雨中红蓝警灯",
|
| 210 |
+
"aurora_arctic": "极光,北极景观",
|
| 211 |
+
"foggy_mountains": "雾中山峦日出",
|
| 212 |
+
"city_skyline": "城市天际线的黄金时刻",
|
| 213 |
+
"twilight_mist": "神秘黄昏,浓雾",
|
| 214 |
+
"forest_rays": "森林空地的清晨光线",
|
| 215 |
+
"festival_lantern": "节日多彩灯笼光",
|
| 216 |
+
"stained_glass": "彩色玻璃的柔和光芒",
|
| 217 |
+
"dark_spotlight": "黑暗房间的强烈聚光",
|
| 218 |
+
"lake_evening": "湖面柔和的黄昏光",
|
| 219 |
+
"cave_crystal": "洞穴水晶反射",
|
| 220 |
+
"autumn_forest": "秋林中的鲜艳光线",
|
| 221 |
+
"snowfall_dusk": "黄昏轻柔降雪",
|
| 222 |
+
"winter_hazy": "冬日清晨的朦胧光",
|
| 223 |
+
"rain_city": "雨中城市灯光倒影",
|
| 224 |
+
"trees_golden_sun": "金色阳光穿过树林",
|
| 225 |
+
"fireflies_summer": "萤火虫点亮夏夜",
|
| 226 |
+
"forge_embers": "锻造炉的发光余烬",
|
| 227 |
+
"gothic_castle": "哥特城堡的昏暗烛光",
|
| 228 |
+
"starlight_midnight": "午夜明亮星光",
|
| 229 |
+
"rural_sunset": "乡村的温暖日落",
|
| 230 |
+
"haunted_flicker": "闹鬼房屋的闪烁灯光",
|
| 231 |
+
"desert_mirage": "沙漠日落海市蜃楼般的光",
|
| 232 |
+
"storm_beams": "风暴云中穿透的金色光束",
|
| 233 |
+
}
|
| 234 |
+
|
| 235 |
+
# Build the prompt - Qwen style (comma-separated, Chinese)
|
| 236 |
if light_type != "none":
|
| 237 |
prompt_parts.append(light_descriptions.get(light_type, ""))
|
| 238 |
|
| 239 |
+
if illumination_env != "none":
|
| 240 |
+
prompt_parts.append(illumination_envs.get(illumination_env, ""))
|
| 241 |
+
|
| 242 |
if light_direction != "none":
|
| 243 |
prompt_parts.append(direction_descriptions.get(light_direction, ""))
|
| 244 |
|
|
|
|
| 249 |
|
| 250 |
# Add instruction if we have settings
|
| 251 |
if len(prompt_parts) > 1:
|
| 252 |
+
final_prompt += ",对图片进行重新照明"
|
| 253 |
|
| 254 |
return final_prompt if len(prompt_parts) > 1 else "重新照明,使用自然光线对图片进行重新照明"
|
| 255 |
|
|
|
|
| 260 |
light_type,
|
| 261 |
light_direction,
|
| 262 |
light_intensity,
|
| 263 |
+
illumination_env,
|
| 264 |
prompt,
|
| 265 |
seed,
|
| 266 |
randomize_seed,
|
|
|
|
| 271 |
prev_output = None,
|
| 272 |
progress=gr.Progress(track_tqdm=True)
|
| 273 |
):
|
| 274 |
+
final_prompt = build_relight_prompt(light_type, light_direction, light_intensity, illumination_env, prompt)
|
| 275 |
print(f"Generated Prompt: {final_prompt}")
|
| 276 |
|
| 277 |
if randomize_seed:
|
|
|
|
| 332 |
|
| 333 |
|
| 334 |
# --- UI ---
|
| 335 |
+
css = '''
|
| 336 |
+
#col-container { max-width: 1200px; margin: 0 auto; }
|
| 337 |
.dark .progress-text{color: white !important}
|
| 338 |
+
#examples{max-width: 1200px; margin: 0 auto; }
|
| 339 |
+
.radio-group {display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 8px;}
|
| 340 |
+
'''
|
| 341 |
|
| 342 |
def reset_all():
|
| 343 |
+
return ["none", "none", "none", "none", "", False, True]
|
| 344 |
|
| 345 |
def end_reset():
|
| 346 |
return False
|
|
|
|
| 373 |
gr.Markdown("""
|
| 374 |
Qwen Image Edit 2509 for Image Relighting ✨
|
| 375 |
Using [dx8152's Qwen-Image-Edit-2509-Relight LoRA](https://huggingface.co/dx8152/Qwen-Image-Edit-2509-Relight) and [linoyts/Qwen-Image-Edit-Rapid-AIO](https://huggingface.co/linoyts/Qwen-Image-Edit-Rapid-AIO) for 4-step inference 💨
|
| 376 |
+
|
| 377 |
+
Expanded lighting options inspired by IC-Light v2 🎨
|
| 378 |
"""
|
| 379 |
)
|
| 380 |
with gr.Row():
|
| 381 |
+
with gr.Column(scale=1):
|
| 382 |
image = gr.Image(label="Input Image", type="pil")
|
| 383 |
prev_output = gr.Image(value=None, visible=False)
|
| 384 |
is_reset = gr.Checkbox(value=False, visible=False)
|
| 385 |
|
| 386 |
+
with gr.Accordion("💡 Light Type", open=True):
|
| 387 |
+
light_type = gr.Radio(
|
| 388 |
+
label="Select Light Source",
|
| 389 |
choices=[
|
| 390 |
("None", "none"),
|
| 391 |
+
("Soft Window Light", "soft_window"),
|
| 392 |
+
("Golden Hour", "golden_hour"),
|
| 393 |
+
("Studio Lighting", "studio"),
|
| 394 |
+
("Dramatic", "dramatic"),
|
| 395 |
+
("Natural Daylight", "natural"),
|
| 396 |
+
("Neon", "neon"),
|
| 397 |
+
("Candlelight", "candlelight"),
|
| 398 |
+
("Moonlight", "moonlight"),
|
| 399 |
+
("Sunrise", "sunrise"),
|
| 400 |
+
("Sunset over Sea", "sunset_sea"),
|
| 401 |
+
("Overcast", "overcast"),
|
| 402 |
+
("Harsh Sunlight", "harsh_sun"),
|
| 403 |
+
("Twilight", "twilight"),
|
| 404 |
+
("Aurora", "aurora"),
|
| 405 |
+
("Firelight", "firelight"),
|
| 406 |
+
("Lightning", "lightning"),
|
| 407 |
+
("Underwater", "underwater"),
|
| 408 |
+
("Foggy", "foggy"),
|
| 409 |
+
("Magic Light", "magic"),
|
| 410 |
+
("Cyberpunk", "cyberpunk"),
|
| 411 |
+
("Warm Home", "warm_home"),
|
| 412 |
+
("Cold Industrial", "cold_industrial"),
|
| 413 |
+
("Spotlight", "spotlight"),
|
| 414 |
+
("Rim Light", "rim_light"),
|
| 415 |
],
|
| 416 |
+
value="none",
|
| 417 |
+
elem_classes="radio-group"
|
| 418 |
)
|
| 419 |
+
|
| 420 |
+
with gr.Accordion("🧭 Light Direction", open=True):
|
| 421 |
+
light_direction = gr.Radio(
|
| 422 |
+
label="Select Direction",
|
| 423 |
choices=[
|
| 424 |
("None", "none"),
|
| 425 |
+
("Front", "front"),
|
| 426 |
+
("Side", "side"),
|
| 427 |
+
("Left", "left"),
|
| 428 |
+
("Right", "right"),
|
| 429 |
+
("Back (Backlight)", "back"),
|
| 430 |
+
("Top", "top"),
|
| 431 |
+
("Bottom", "bottom"),
|
| 432 |
+
("Diagonal", "diagonal"),
|
| 433 |
],
|
| 434 |
+
value="none",
|
| 435 |
+
elem_classes="radio-group"
|
| 436 |
)
|
| 437 |
+
|
| 438 |
+
with gr.Accordion("⚡ Light Intensity", open=True):
|
| 439 |
+
light_intensity = gr.Radio(
|
| 440 |
+
label="Select Intensity",
|
| 441 |
+
choices=[
|
| 442 |
+
("None", "none"),
|
| 443 |
+
("Soft", "soft"),
|
| 444 |
+
("Medium", "medium"),
|
| 445 |
+
("Strong", "strong"),
|
| 446 |
+
],
|
| 447 |
+
value="none",
|
| 448 |
+
elem_classes="radio-group"
|
| 449 |
+
)
|
| 450 |
+
|
| 451 |
+
with gr.Accordion("🌍 Illumination Environment", open=False):
|
| 452 |
+
illumination_env = gr.Radio(
|
| 453 |
+
label="Select Environment",
|
| 454 |
choices=[
|
| 455 |
("None", "none"),
|
| 456 |
+
("Sunshine from Window", "sunshine_window"),
|
| 457 |
+
("Neon Night, City", "neon_city"),
|
| 458 |
+
("Sci-Fi RGB Glowing, Cyberpunk", "sci_fi_rgb"),
|
| 459 |
+
("Warm Atmosphere, at Home, Bedroom", "warm_bedroom"),
|
| 460 |
+
("Magic Lit", "magic_lit"),
|
| 461 |
+
("Evil, Gothic, in a Cave", "gothic_cave"),
|
| 462 |
+
("Light and Shadow", "light_shadow"),
|
| 463 |
+
("Shadow from Window", "window_shadow"),
|
| 464 |
+
("Soft Studio Lighting", "soft_studio"),
|
| 465 |
+
("Home Atmosphere, Cozy Bedroom", "cozy_bedroom"),
|
| 466 |
+
("Neon, Wong Kar-wai, Warm", "wong_kar_wai"),
|
| 467 |
+
("Moonlight through Curtains", "moonlight_curtains"),
|
| 468 |
+
("Stormy Sky Lighting", "stormy_sky"),
|
| 469 |
+
("Underwater Glow, Deep Sea", "underwater_glow"),
|
| 470 |
+
("Foggy Forest at Dawn", "foggy_forest"),
|
| 471 |
+
("Golden Hour in a Meadow", "meadow_golden"),
|
| 472 |
+
("Rainbow Reflections, Neon", "rainbow_neon"),
|
| 473 |
+
("Apocalyptic, Smoky Atmosphere", "apocalyptic"),
|
| 474 |
+
("Red Glow, Emergency Lights", "emergency_red"),
|
| 475 |
+
("Mystical Glow, Enchanted Forest", "mystical_forest"),
|
| 476 |
+
("Campfire Light", "campfire"),
|
| 477 |
+
("Harsh, Industrial Lighting", "industrial_harsh"),
|
| 478 |
+
("Sunrise in the Mountains", "mountain_sunrise"),
|
| 479 |
+
("Evening Glow in the Desert", "desert_evening"),
|
| 480 |
+
("Moonlight in a Dark Alley", "dark_alley"),
|
| 481 |
+
("Golden Glow at a Fairground", "fairground"),
|
| 482 |
+
("Midnight in the Forest", "forest_midnight"),
|
| 483 |
+
("Purple and Pink Hues at Twilight", "twilight_purple"),
|
| 484 |
+
("Foggy Morning, Muted Light", "foggy_morning"),
|
| 485 |
+
("Candle-lit Room, Rustic Vibe", "rustic_candle"),
|
| 486 |
+
("Fluorescent Office Lighting", "office_fluorescent"),
|
| 487 |
+
("Lightning Flash in Storm", "storm_lightning"),
|
| 488 |
+
("Night, Cozy Warm Light from Fireplace", "fireplace_night"),
|
| 489 |
+
("Ethereal Glow, Magical Forest", "ethereal_magic"),
|
| 490 |
+
("Dusky Evening on a Beach", "beach_dusky"),
|
| 491 |
+
("Afternoon Light Filtering through Trees", "trees_afternoon"),
|
| 492 |
+
("Blue Neon Light, Urban Street", "urban_blue_neon"),
|
| 493 |
+
("Red and Blue Police Lights in Rain", "rain_police"),
|
| 494 |
+
("Aurora Borealis Glow, Arctic Landscape", "aurora_arctic"),
|
| 495 |
+
("Sunrise through Foggy Mountains", "foggy_mountains"),
|
| 496 |
+
("Golden Hour on a City Skyline", "city_skyline"),
|
| 497 |
+
("Mysterious Twilight, Heavy Mist", "twilight_mist"),
|
| 498 |
+
("Early Morning Rays, Forest Clearing", "forest_rays"),
|
| 499 |
+
("Colorful Lantern Light at Festival", "festival_lantern"),
|
| 500 |
+
("Soft Glow through Stained Glass", "stained_glass"),
|
| 501 |
+
("Harsh Spotlight in Dark Room", "dark_spotlight"),
|
| 502 |
+
("Mellow Evening Glow on a Lake", "lake_evening"),
|
| 503 |
+
("Crystal Reflections in a Cave", "cave_crystal"),
|
| 504 |
+
("Vibrant Autumn Lighting in a Forest", "autumn_forest"),
|
| 505 |
+
("Gentle Snowfall at Dusk", "snowfall_dusk"),
|
| 506 |
+
("Hazy Light of a Winter Morning", "winter_hazy"),
|
| 507 |
+
("Rain-soaked Reflections in City Lights", "rain_city"),
|
| 508 |
+
("Golden Sunlight Streaming through Trees", "trees_golden_sun"),
|
| 509 |
+
("Fireflies Lighting up a Summer Night", "fireflies_summer"),
|
| 510 |
+
("Glowing Embers from a Forge", "forge_embers"),
|
| 511 |
+
("Dim Candlelight in a Gothic Castle", "gothic_castle"),
|
| 512 |
+
("Midnight Sky with Bright Starlight", "starlight_midnight"),
|
| 513 |
+
("Warm Sunset in a Rural Village", "rural_sunset"),
|
| 514 |
+
("Flickering Light in a Haunted House", "haunted_flicker"),
|
| 515 |
+
("Desert Sunset with Mirage-like Glow", "desert_mirage"),
|
| 516 |
+
("Golden Beams Piercing through Storm Clouds", "storm_beams"),
|
| 517 |
],
|
| 518 |
+
value="none",
|
| 519 |
+
elem_classes="radio-group"
|
| 520 |
)
|
| 521 |
|
| 522 |
+
with gr.Accordion("✍️ Custom Prompt", open=False):
|
| 523 |
prompt = gr.Textbox(
|
| 524 |
label="Relighting Prompt",
|
| 525 |
placeholder="Example: Add warm sunset lighting from the right",
|
|
|
|
| 527 |
)
|
| 528 |
|
| 529 |
with gr.Row():
|
| 530 |
+
reset_btn = gr.Button("🔄 Reset")
|
| 531 |
+
run_btn = gr.Button("✨ Generate", variant="primary")
|
| 532 |
|
| 533 |
+
with gr.Accordion("⚙️ Advanced Settings", open=False):
|
| 534 |
seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=0)
|
| 535 |
randomize_seed = gr.Checkbox(label="Randomize Seed", value=True)
|
| 536 |
true_guidance_scale = gr.Slider(label="True Guidance Scale", minimum=1.0, maximum=10.0, step=0.1, value=1.0)
|
|
|
|
| 538 |
height = gr.Slider(label="Height", minimum=256, maximum=2048, step=8, value=1024)
|
| 539 |
width = gr.Slider(label="Width", minimum=256, maximum=2048, step=8, value=1024)
|
| 540 |
|
| 541 |
+
with gr.Column(scale=1):
|
| 542 |
result = gr.Image(label="Output Image", interactive=False)
|
| 543 |
prompt_preview = gr.Textbox(label="Processed Prompt", interactive=False)
|
| 544 |
create_video_button = gr.Button("🎥 Create Video Between Images", variant="secondary", visible=False)
|
|
|
|
| 546 |
video_output = gr.Video(label="Generated Video", show_download_button=True, autoplay=True)
|
| 547 |
|
| 548 |
inputs = [
|
| 549 |
+
image, light_type, light_direction, light_intensity, illumination_env, prompt,
|
| 550 |
seed, randomize_seed, true_guidance_scale, num_inference_steps, height, width, prev_output
|
| 551 |
]
|
| 552 |
outputs = [result, seed, prompt_preview]
|
|
|
|
| 555 |
reset_btn.click(
|
| 556 |
fn=reset_all,
|
| 557 |
inputs=None,
|
| 558 |
+
outputs=[light_type, light_direction, light_intensity, illumination_env, prompt, is_reset],
|
| 559 |
queue=False
|
| 560 |
).then(fn=end_reset, inputs=None, outputs=[is_reset], queue=False)
|
| 561 |
|
|
|
|
| 584 |
api_name=False
|
| 585 |
)
|
| 586 |
|
| 587 |
+
# Examples
|
| 588 |
gr.Examples(
|
| 589 |
examples=[
|
| 590 |
+
[None, "soft_window", "side", "soft", "none", "", 0, True, 1.0, 4, 1024, 1024],
|
| 591 |
+
[None, "golden_hour", "front", "medium", "none", "", 0, True, 1.0, 4, 1024, 1024],
|
| 592 |
+
[None, "dramatic", "side", "strong", "none", "", 0, True, 1.0, 4, 1024, 1024],
|
| 593 |
+
[None, "neon", "front", "medium", "neon_city", "", 0, True, 1.0, 4, 1024, 1024],
|
| 594 |
+
[None, "candlelight", "front", "soft", "cozy_bedroom", "", 0, True, 1.0, 4, 1024, 1024],
|
| 595 |
+
[None, "moonlight", "top", "soft", "moonlight_curtains", "", 0, True, 1.0, 4, 1024, 1024],
|
| 596 |
+
[None, "cyberpunk", "side", "strong", "sci_fi_rgb", "", 0, True, 1.0, 4, 1024, 1024],
|
| 597 |
],
|
| 598 |
+
inputs=[image, light_type, light_direction, light_intensity, illumination_env, prompt,
|
| 599 |
seed, randomize_seed, true_guidance_scale, num_inference_steps, height, width],
|
| 600 |
outputs=outputs,
|
| 601 |
fn=infer_relight,
|
|
|
|
| 611 |
).then(
|
| 612 |
fn=reset_all,
|
| 613 |
inputs=None,
|
| 614 |
+
outputs=[light_type, light_direction, light_intensity, illumination_env, prompt, is_reset],
|
| 615 |
queue=False
|
| 616 |
).then(
|
| 617 |
fn=end_reset,
|
|
|
|
| 632 |
return result_img, result_seed, result_prompt, gr.update(visible=show_button)
|
| 633 |
|
| 634 |
control_inputs = [
|
| 635 |
+
image, light_type, light_direction, light_intensity, illumination_env, prompt,
|
| 636 |
seed, randomize_seed, true_guidance_scale, num_inference_steps, height, width, prev_output
|
| 637 |
]
|
| 638 |
control_inputs_with_flag = [is_reset] + control_inputs
|
| 639 |
|
| 640 |
+
for control in [light_type, light_direction, light_intensity, illumination_env]:
|
| 641 |
control.input(fn=maybe_infer, inputs=control_inputs_with_flag, outputs=outputs + [create_video_button])
|
| 642 |
|
| 643 |
run_event.then(lambda img, *_: img, inputs=[result], outputs=[prev_output])
|
| 644 |
|
| 645 |
+
demo.launch()
|