Spaces:
Runtime error
Runtime error
Add background color
Browse files
app.py
CHANGED
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@@ -5,7 +5,7 @@ from modelscope.utils.constant import Tasks
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portrait_matting = pipeline(Tasks.portrait_matting, model='damo/cv_unet_image-matting')
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def matting(image):
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result = portrait_matting(image)
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image_pil = Image.fromarray(result['output_img'])
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alpha_channel = image_pil.split()[3]
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@@ -15,36 +15,42 @@ def matting(image):
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mask_image.paste(alpha_channel, alpha_channel)
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# new image with background
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return [mask_image, new_image]
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def merge(org_image, add_image):
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add_image = add_image.resize(org_image.size)
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org_image.paste(add_image, (0,0), add_image)
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return org_image
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with gr.Blocks() as demo:
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with gr.Tab(label="Portrait Matting"):
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with gr.Row():
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with gr.Column():
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image = gr.Image()
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btn_matt= gr.Button()
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result_matt = gr.Gallery()
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with gr.Tab(label="Merge"):
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with gr.Row():
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with gr.Column():
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with gr.Row():
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org_image = gr.Image(label="background", type='pil', image_mode='RGBA')
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add_image = gr.Image(label="foreground", type='pil', image_mode='RGBA')
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btn_merge = gr.Button()
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result_merge = gr.
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btn_matt.click(
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fn=matting,
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inputs=[image],
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outputs=[result_matt],
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)
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@@ -54,4 +60,4 @@ with gr.Blocks() as demo:
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outputs=[result_merge],
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)
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demo.launch()
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portrait_matting = pipeline(Tasks.portrait_matting, model='damo/cv_unet_image-matting')
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def matting(image, use_color, color):
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result = portrait_matting(image)
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image_pil = Image.fromarray(result['output_img'])
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alpha_channel = image_pil.split()[3]
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mask_image.paste(alpha_channel, alpha_channel)
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# new image with background
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if use_color:
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new_image = Image.new("RGBA", image_pil.size, color)
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new_image.paste(image_pil, (0,0), image_pil)
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new_image = new_image.convert("RGB")
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else:
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new_image = image_pil
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return [mask_image, new_image]
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def merge(org_image, add_image):
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add_image = add_image.resize(org_image.size)
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org_image.paste(add_image, (0,0), add_image)
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return [org_image]
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with gr.Blocks() as demo:
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with gr.Tab(label="Portrait Matting"):
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with gr.Row():
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with gr.Column():
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image = gr.Image(height="40vh")
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with gr.Row():
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use_color = gr.Checkbox(label="use background color", value=True, container=False)
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color = gr.ColorPicker(info="background color",value="#89cff0", container=False)
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btn_matt= gr.Button()
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result_matt = gr.Gallery(height="40vh")
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with gr.Tab(label="Merge"):
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with gr.Row():
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with gr.Column():
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with gr.Row():
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org_image = gr.Image(label="background", type='pil', image_mode='RGBA', height="40vh")
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add_image = gr.Image(label="foreground", type='pil', image_mode='RGBA', height="40vh")
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btn_merge = gr.Button()
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result_merge = gr.Gallery(height="40vh")
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btn_matt.click(
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fn=matting,
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inputs=[image, use_color, color],
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outputs=[result_matt],
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)
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outputs=[result_merge],
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)
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demo.launch()
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