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Update app.py
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app.py
CHANGED
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@@ -4,19 +4,27 @@ from PIL import Image
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import os
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# Connect to the verified IC-Light engine
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client = Client("lllyasviel/IC-Light")
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def dynamic_relight(image_path, prompt, lighting_choice, s1, s2, s3, s4):
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if image_path is None:
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return None
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# 1.
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img = Image.open(image_path)
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img.thumbnail((512,
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temp_path = "
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img.save(temp_path)
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# 2. Unique Project Feature:
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keywords = ["cinematic", "detailed", "texture", "focus"]
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slider_vals = [s1, s2, s3, s4]
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weighted_prompt = prompt
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@@ -24,30 +32,34 @@ def dynamic_relight(image_path, prompt, lighting_choice, s1, s2, s3, s4):
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weight = slider_vals[i] / 50.0
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weighted_prompt += f", ({word}:{weight:.1f})"
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# 3.
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#
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try:
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result = client.predict(
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handle_file(temp_path), # input_fg
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weighted_prompt, # prompt
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"Appearance Variation",
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lighting_choice, # lighting_preference
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)
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return result[0]
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except Exception as e:
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#
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handle_file(temp_path),
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weighted_prompt,
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"Appearance Variation",
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lighting_choice,
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fn_index=2
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)[0]
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# UI Setup
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with gr.Blocks() as demo:
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gr.Markdown("# 💡
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with gr.Row():
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with gr.Column():
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img = gr.Image(type="filepath", label="Input Image")
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@@ -59,7 +71,7 @@ with gr.Blocks() as demo:
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s3 = gr.Slider(0, 100, value=50, label="Texture Sharpness")
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s4 = gr.Slider(0, 100, value=50, label="Focus Depth")
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btn = gr.Button("Execute
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out = gr.Image(label="Output")
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btn.click(dynamic_relight, [img, txt, dirs, s1, s2, s3, s4], out)
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import os
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# Connect to the verified IC-Light engine
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client = Client("lllyasviel/IC-Light")
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# DIAGNOSTIC: This will print the EXACT API structure to your logs
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print("--- FETCHING API STRUCTURE ---")
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try:
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print(client.view_api(return_format="str"))
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except:
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pass
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print("------------------------------")
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def dynamic_relight(image_path, prompt, lighting_choice, s1, s2, s3, s4):
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if image_path is None:
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return None
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# 1. Resize to verified safe dimensions (512x768 is the model's native ratio)
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img = Image.open(image_path)
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img.thumbnail((512, 768))
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temp_path = "safe_input.png"
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img.save(temp_path)
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# 2. Your Unique Project Feature: Slider-Weighted Prompt
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keywords = ["cinematic", "detailed", "texture", "focus"]
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slider_vals = [s1, s2, s3, s4]
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weighted_prompt = prompt
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weight = slider_vals[i] / 50.0
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weighted_prompt += f", ({word}:{weight:.1f})"
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# 3. THE FIX: Sending ALL 13 Required Arguments
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# Based on the official repo's function signature
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try:
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result = client.predict(
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handle_file(temp_path), # 1. input_fg
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weighted_prompt, # 2. prompt
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"Appearance Variation", # 3. image_relation (Relight)
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lighting_choice, # 4. lighting_preference (Left/Right/etc)
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12345, # 5. seed (Required int)
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512, # 6. image_width
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768, # 7. image_height
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25, # 8. steps
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2.0, # 9. cfg_scale
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0.9, # 10. lowres_denoise
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1.5, # 11. highres_scale
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0.5, # 12. highres_denoise
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"best quality", # 13. a_prompt (Added prompt)
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"lowres, bad anatomy", # 14. n_prompt (Negative prompt)
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fn_index=1 # Target the primary generation tab
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)
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return result[0]
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except Exception as e:
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# Fallback: Prints the actual error if this precise payload fails
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raise gr.Error(f"API Mismatch: {str(e)}")
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# UI Setup
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with gr.Blocks() as demo:
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gr.Markdown("# 💡 Full-Parameter Feature Relighter")
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with gr.Row():
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with gr.Column():
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img = gr.Image(type="filepath", label="Input Image")
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s3 = gr.Slider(0, 100, value=50, label="Texture Sharpness")
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s4 = gr.Slider(0, 100, value=50, label="Focus Depth")
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btn = gr.Button("Execute Relight", variant="primary")
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out = gr.Image(label="Output")
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btn.click(dynamic_relight, [img, txt, dirs, s1, s2, s3, s4], out)
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