Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -259,202 +259,150 @@ button.primary:hover {
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background: #1976D2;
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}
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"""
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with gr.Blocks(theme=gr.themes.Soft(), css=css) as demo:
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gr.HTML("""
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<div class="main-title">
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<h1>🎨
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<p>Extract objects from images using text prompts or bounding boxes</p>
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</div>
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""")
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with gr.Tabs() as tabs:
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# Text 탭
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with gr.Tab("Extract by Text"
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with gr.Row(
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with gr.Column(
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gr.HTML("<h3>Input Section</h3>")
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input_image = gr.Image(
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type="pil",
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label="Upload Image",
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interactive=True
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)
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with gr.Group():
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text_prompt = gr.Textbox(
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label="Object to Extract",
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placeholder="Enter what you want to extract...",
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interactive=True
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)
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background_prompt = gr.Textbox(
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label="Background Generation Prompt (optional)",
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placeholder="Describe the background you want...",
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interactive=True
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)
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process_btn = gr.Button(
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"Process
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variant="primary"
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)
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with gr.Column(
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)
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download_btn = gr.DownloadButton(
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"Download Result"
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)
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# Text 탭 Examples
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with gr.Accordion("Examples", open=False):
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text_examples = [
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["examples/text.jpg", "text", "white background"],
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["examples/black-lamp.jpg", "black lamp", "minimalist interior"]
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]
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gr.Examples(
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examples=
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fn=process_prompt,
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cache_examples=True
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)
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#
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with gr.Tab("Extract by Box"
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with gr.Row(
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with gr.Column(
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gr.HTML("<h3>Input Section</h3>")
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box_annotator = image_annotator(
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image_type="pil",
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disable_edit_boxes=False,
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show_download_button=False,
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show_share_button=False,
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single_box=True,
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label="Draw Box Around Object",
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interactive=True
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)
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"Extract Selection",
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variant="primary"
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)
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with gr.Column(
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)
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"Download Result"
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)
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# Bounding Box Examples
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with gr.Accordion("Examples", open=False):
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box_examples = [
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{
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"image": "examples/text.jpg",
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"boxes": [{"xmin": 51, "ymin": 511, "xmax": 639, "ymax": 1255}]
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},
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{
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"image": "examples/black-lamp.jpg",
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"boxes": [{"xmin": 88, "ymin": 148, "xmax": 700, "ymax": 1414}]
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}
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]
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gr.Examples(
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examples=
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inputs=[box_annotator],
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outputs=[
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fn=process_bbox,
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cache_examples=True
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)
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# Event handlers
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def
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return gr.Button.update(interactive=bool(img and prompt))
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# Text
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input_image.change(
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fn=
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inputs=[input_image, text_prompt],
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outputs=
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)
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text_prompt.change(
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fn=
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inputs=[input_image, text_prompt],
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outputs=
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)
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process_btn.click(
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fn=process_prompt,
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inputs=[input_image, text_prompt,
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outputs=[
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)
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#
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box_annotator.change(
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fn=lambda x: gr.Button.update(interactive=bool(x)),
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inputs=[box_annotator],
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outputs=
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)
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fn=process_bbox,
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inputs=[box_annotator],
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outputs=[
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)
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#
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css = """
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footer {display: none}
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.main-title {
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text-align: center;
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margin: 2em 0;
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padding: 1em;
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background: #f7f7f7;
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border-radius: 10px;
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}
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.main-title h1 {
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color: #2196F3;
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font-size: 2.5em;
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margin-bottom: 0.5em;
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}
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.main-title p {
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color: #666;
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font-size: 1.2em;
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}
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.container {
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max-width: 1200px;
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margin: auto;
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padding: 20px;
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}
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.tabs {
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margin-top: 1em;
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}
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.input-group {
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background: white;
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padding: 1em;
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border-radius: 8px;
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box-shadow: 0 2px 4px rgba(0,0,0,0.1);
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}
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.output-group {
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background: white;
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padding: 1em;
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border-radius: 8px;
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box-shadow: 0 2px 4px rgba(0,0,0,0.1);
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}
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button.primary {
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background: #2196F3;
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border: none;
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color: white;
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padding: 0.5em 1em;
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border-radius: 4px;
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cursor: pointer;
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transition: background 0.3s ease;
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}
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button.primary:hover {
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background: #1976D2;
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}
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"""
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# Launch settings
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demo.queue(max_size=30, api_open=False)
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demo.launch(
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show_api=False,
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background: #1976D2;
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}
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"""
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+
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with gr.Blocks(theme=gr.themes.Soft(), css=css) as demo:
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gr.HTML("""
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<div class="main-title">
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<h1>🎨 Image Object Extractor</h1>
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<p>Extract objects from images using text prompts or bounding boxes</p>
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</div>
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""")
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with gr.Tabs() as tabs:
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# Text 탭
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with gr.Tab(label="✨ Extract by Text") as text_tab:
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(
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type="pil",
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label="Upload Image",
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interactive=True,
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elem_id="input_image"
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)
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text_prompt = gr.Textbox(
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label="Object to Extract",
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placeholder="Enter what you want to extract...",
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interactive=True,
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elem_id="text_prompt"
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)
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bg_prompt = gr.Textbox(
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label="Background Prompt (optional)",
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placeholder="Describe the background...",
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interactive=True,
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elem_id="bg_prompt"
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)
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process_btn = gr.Button(
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"Process",
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variant="primary",
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elem_id="process_btn"
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)
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with gr.Column():
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output_display = ImageSlider(
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label="Results",
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show_download_button=False,
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elem_id="output_display"
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)
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download_btn = gr.DownloadButton(
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"Download Result",
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elem_id="download_btn"
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)
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with gr.Accordion("Examples", open=False):
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gr.Examples(
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examples=[
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["examples/text.jpg", "text", "white background"],
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["examples/black-lamp.jpg", "black lamp", "minimalist interior"]
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],
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inputs=[input_image, text_prompt, bg_prompt],
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outputs=[output_display, download_btn],
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fn=process_prompt,
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cache_examples=True
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)
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# Box 탭
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with gr.Tab(label="📏 Extract by Box") as box_tab:
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with gr.Row():
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with gr.Column():
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box_annotator = image_annotator(
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image_type="pil",
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disable_edit_boxes=False,
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show_download_button=False,
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show_share_button=False,
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single_box=True,
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label="Draw Box Around Object",
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interactive=True,
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elem_id="box_annotator"
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)
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box_btn = gr.Button(
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"Extract Selection",
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variant="primary",
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elem_id="box_btn"
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)
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with gr.Column():
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box_output = ImageSlider(
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label="Results",
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show_download_button=False,
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elem_id="box_output"
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)
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box_download = gr.DownloadButton(
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"Download Result",
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elem_id="box_download"
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)
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with gr.Accordion("Examples", open=False):
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gr.Examples(
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examples=[
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{
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"image": "examples/text.jpg",
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"boxes": [{"xmin": 51, "ymin": 511, "xmax": 639, "ymax": 1255}]
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},
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{
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"image": "examples/black-lamp.jpg",
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"boxes": [{"xmin": 88, "ymin": 148, "xmax": 700, "ymax": 1414}]
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}
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],
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inputs=[box_annotator],
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outputs=[box_output, box_download],
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fn=process_bbox,
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cache_examples=True
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)
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# Event handlers
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def update_process_button(img, prompt):
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return gr.Button.update(interactive=bool(img and prompt))
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# Text tab events
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input_image.change(
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fn=update_process_button,
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inputs=[input_image, text_prompt],
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outputs=process_btn
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)
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text_prompt.change(
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fn=update_process_button,
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inputs=[input_image, text_prompt],
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outputs=process_btn
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)
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process_btn.click(
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fn=process_prompt,
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inputs=[input_image, text_prompt, bg_prompt],
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outputs=[output_display, download_btn]
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)
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# Box tab events
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box_annotator.change(
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fn=lambda x: gr.Button.update(interactive=bool(x)),
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inputs=[box_annotator],
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outputs=box_btn
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)
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box_btn.click(
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fn=process_bbox,
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inputs=[box_annotator],
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outputs=[box_output, box_download]
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)
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# Launch the app
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demo.queue(max_size=30, api_open=False)
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demo.launch(
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show_api=False,
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