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Update app.py
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app.py
CHANGED
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@@ -1,67 +1,52 @@
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import gradio as gr
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from rembg import remove
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from PIL import Image, ImageDraw
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import numpy as np
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import io
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def remove_bg(image):
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if image is None:
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return None
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image = Image.open(image)
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output = remove(image)
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return output
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def refine_bg(image, points, threshold, mode):
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if image is None:
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return None
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image = Image.open(image).convert("RGBA")
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mask = Image.new("L", image.size, 0)
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draw = ImageDraw.Draw(mask)
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for point in points:
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x, y = point
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color = 255 if mode == "keep" else 0
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draw.ellipse((x - threshold * 10, y - threshold * 10, x + threshold * 10, y + threshold * 10), fill=color)
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refined = Image.composite(image, Image.new("RGBA", image.size, (0, 0, 0, 0)), mask)
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return refined
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with gr.Blocks() as iface:
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gr.Markdown("# AI Background Remover")
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with gr.Row():
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input_img = gr.Image(type="
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output_img = gr.Image(type="pil", label="Output Image")
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remove_btn = gr.Button("Remove Background")
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remove_btn.click(remove_bg, inputs=input_img, outputs=output_img)
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with refine_options:
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gr.Markdown("### Refine Background")
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refine_editor = gr.Image(type="
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keep_btn = gr.Button("+
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remove_btn = gr.Button("-
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threshold_slider = gr.Slider(0.00, 1.00, value=0.5, step=0.01, label="Threshold")
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apply_refine_btn = gr.Button("Apply Refinements")
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refine_mode = gr.State("keep")
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def show_refine_section(image):
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return gr.update(visible=True)
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def set_mode_keep():
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return "keep"
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def set_mode_remove():
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return "remove"
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remove_btn.click(set_mode_remove, outputs=[refine_mode, remove_btn])
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apply_refine_btn.click(refine_bg, inputs=[input_img, refine_editor, threshold_slider, refine_mode], outputs=output_img)
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iface.launch()
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import gradio as gr
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from rembg import remove
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from PIL import Image, ImageDraw
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def remove_bg(image):
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if image is None:
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return None
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output = remove(image)
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return output
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def refine_bg(image, points, threshold, mode):
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if image is None:
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return None
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mask = Image.new("L", image.size, 0)
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draw = ImageDraw.Draw(mask)
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for point in points:
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x, y = point
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color = 255 if mode == "keep" else 0
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draw.ellipse((x - threshold * 10, y - threshold * 10, x + threshold * 10, y + threshold * 10), fill=color)
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refined = Image.composite(image, Image.new("RGBA", image.size, (0, 0, 0, 0)), mask)
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return refined
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with gr.Blocks() as iface:
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gr.Markdown("# AI Background Remover")
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with gr.Row():
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input_img = gr.Image(type="pil", label="Upload Image")
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output_img = gr.Image(type="pil", label="Output Image")
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remove_btn = gr.Button("Remove Background")
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remove_btn.click(remove_bg, inputs=input_img, outputs=output_img)
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with gr.Column():
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refine_btn = gr.Button("Refine")
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refine_options = gr.Row(visible=False)
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with refine_options:
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gr.Markdown("### Refine Background")
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refine_editor = gr.Image(type="pil", label="Tap to Add Points", tool="sketch")
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keep_btn = gr.Button("+")
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remove_btn = gr.Button("-")
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threshold_slider = gr.Slider(0.00, 1.00, value=0.5, step=0.01, label="Threshold")
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apply_refine_btn = gr.Button("Apply Refinements")
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refine_mode = gr.State("keep")
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def show_refine_section(image):
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return gr.update(visible=True)
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def set_mode_keep():
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return "keep"
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def set_mode_remove():
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return "remove"
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refine_btn.click(show_refine_section, inputs=input_img, outputs=refine_options)
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keep_btn.click(set_mode_keep, outputs=refine_mode)
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remove_btn.click(set_mode_remove, outputs=refine_mode)
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apply_refine_btn.click(refine_bg, inputs=[input_img, refine_editor, threshold_slider, refine_mode], outputs=output_img)
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iface.launch()
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