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Running on Zero
Running on Zero
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app.py
CHANGED
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@@ -30,15 +30,24 @@ def process_image(image, instruction, num_steps=50, guidance_scale=5.0):
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return None, "Please provide an editing instruction"
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try:
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# Run the pipeline
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image=image,
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prompt=instruction,
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num_inference_steps=num_steps,
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guidance_scale=guidance_scale
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).images[0]
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except Exception as e:
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return None, f"❌ Error: {str(e)}"
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@@ -75,9 +84,9 @@ with gr.Blocks(title="RMBG-3.0 - Background Removal & Image Editing") as demo:
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with gr.Accordion("Advanced Settings", open=False):
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num_steps = gr.Slider(
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minimum=
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maximum=
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value=
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step=1,
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label="Number of Steps"
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)
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return None, "Please provide an editing instruction"
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try:
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# Run the pipeline to get the grayscale alpha matte
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mask = pipe(
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image=image,
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prompt=instruction,
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num_inference_steps=num_steps,
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guidance_scale=guidance_scale
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).images[0]
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# Convert original image to RGBA
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original_rgba = image.convert("RGBA")
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# Convert mask to grayscale (in case it's not already)
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mask_gray = mask.convert("L")
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# Use the mask as the alpha channel
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original_rgba.putalpha(mask_gray)
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return original_rgba, "✅ Image processed successfully!"
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except Exception as e:
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return None, f"❌ Error: {str(e)}"
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with gr.Accordion("Advanced Settings", open=False):
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num_steps = gr.Slider(
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minimum=1,
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maximum=50,
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value=4,
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step=1,
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label="Number of Steps"
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)
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