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Create app.py
Browse files
app.py
ADDED
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| 1 |
+
import gradio as gr
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| 2 |
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| 3 |
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from canvas_editor import (
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HTML_TEMPLATE,
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| 5 |
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CSS_TEMPLATE,
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| 6 |
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JS_ON_LOAD,
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| 7 |
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payload_append,
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| 8 |
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payload_reset,
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| 9 |
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empty_canvas_payload,
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)
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from shape_e_service import (
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DEVICE,
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EXAMPLES,
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clear_saved_assets,
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| 15 |
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generate_and_add_asset,
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| 16 |
+
next_view,
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| 17 |
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prev_view,
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| 18 |
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select_asset,
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| 19 |
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selected_view_path,
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set_prompt,
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)
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CSS = """
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#title-wrap {
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text-align: center;
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margin-bottom: 10px;
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}
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#subtitle {
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color: #9ca3af;
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font-size: 14px;
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}
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#device-badge {
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display: inline-block;
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margin-top: 8px;
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padding: 6px 10px;
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| 36 |
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border-radius: 999px;
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| 37 |
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background: #111827;
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border: 1px solid #374151;
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font-size: 13px;
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}
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"""
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| 42 |
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| 44 |
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def add_selected_view_to_canvas(saved_assets, selected_asset_index):
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| 45 |
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path = selected_view_path(saved_assets, selected_asset_index)
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| 46 |
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if not path:
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raise gr.Error("Select an asset first.")
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| 48 |
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return payload_append([path])
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| 50 |
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def reset_canvas_with_selected_view(saved_assets, selected_asset_index):
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path = selected_view_path(saved_assets, selected_asset_index)
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if not path:
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raise gr.Error("Select an asset first.")
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| 55 |
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return payload_reset([path])
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def clear_canvas():
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return empty_canvas_payload()
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| 61 |
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with gr.Blocks(css=CSS, title="Depthpaint Studio") as demo:
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| 63 |
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saved_assets_state = gr.State([])
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| 64 |
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selected_asset_index_state = gr.State(None)
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| 66 |
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gr.HTML(
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f"""
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| 68 |
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<div id="title-wrap">
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| 69 |
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<h1>Depthpaint Studio</h1>
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| 70 |
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<div id="subtitle">Generate Shap-E assets, browse their views, then send the selected view into the canvas</div>
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| 71 |
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<div id="device-badge">Device: {DEVICE}</div>
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| 72 |
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</div>
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"""
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)
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with gr.Tab("Assets"):
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| 77 |
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with gr.Row():
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| 78 |
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with gr.Column(scale=1):
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| 79 |
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prompt = gr.Textbox(
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| 80 |
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label="Prompt",
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| 81 |
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lines=3,
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value="A fantasy treasure chest with gold trim",
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| 83 |
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placeholder="Describe a 3D object...",
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| 84 |
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)
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| 85 |
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| 86 |
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gr.Markdown("**Prompt ideas**")
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| 87 |
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with gr.Row():
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| 88 |
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ex1 = gr.Button("Robot")
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| 89 |
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ex2 = gr.Button("Treasure chest")
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| 90 |
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ex3 = gr.Button("Dragon toy")
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| 91 |
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with gr.Row():
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| 92 |
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ex4 = gr.Button("Medieval house")
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| 93 |
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ex5 = gr.Button("Owl teapot")
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| 94 |
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ex6 = gr.Button("Submarine")
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| 95 |
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| 96 |
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with gr.Row():
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| 97 |
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steps = gr.Slider(
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| 98 |
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minimum=8,
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| 99 |
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maximum=64,
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| 100 |
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step=1,
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| 101 |
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value=24 if DEVICE == "cpu" else 32,
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| 102 |
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label="Inference steps",
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| 103 |
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)
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| 104 |
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guidance_scale = gr.Slider(
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| 105 |
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minimum=1.0,
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| 106 |
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maximum=20.0,
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| 107 |
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step=0.5,
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| 108 |
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value=12.0,
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| 109 |
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label="Guidance scale",
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| 110 |
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)
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| 111 |
+
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| 112 |
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with gr.Row():
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| 113 |
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frame_size = gr.Slider(
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| 114 |
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minimum=64,
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| 115 |
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maximum=256,
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| 116 |
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step=32,
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| 117 |
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value=64 if DEVICE == "cpu" else 256,
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| 118 |
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label="Frame size",
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| 119 |
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)
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| 120 |
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seed = gr.Number(
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| 121 |
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label="Seed",
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| 122 |
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value=42,
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| 123 |
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precision=0,
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| 124 |
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)
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| 125 |
+
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| 126 |
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with gr.Row():
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| 127 |
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generate_btn = gr.Button("Generate and add to gallery", variant="primary")
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| 128 |
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clear_saved_btn = gr.Button("Clear gallery")
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| 129 |
+
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| 130 |
+
gr.Markdown(
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| 131 |
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"CPU mode is much slower. Start with smaller frame size and fewer steps."
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| 132 |
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)
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| 133 |
+
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| 134 |
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with gr.Column(scale=1):
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| 135 |
+
current_view = gr.Image(label="Selected asset view", type="filepath")
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| 136 |
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view_text = gr.Markdown("No asset selected.")
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| 137 |
+
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| 138 |
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with gr.Row():
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| 139 |
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prev_btn = gr.Button("← Prev view", interactive=False)
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| 140 |
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next_btn = gr.Button("Next view →", interactive=False)
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| 141 |
+
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| 142 |
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with gr.Row():
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| 143 |
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add_to_canvas_btn = gr.Button("Add selected view to canvas", variant="primary")
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| 144 |
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reset_canvas_btn = gr.Button("Reset canvas with selected view")
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| 145 |
+
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| 146 |
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saved_gallery = gr.Gallery(
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| 147 |
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label="Saved assets",
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| 148 |
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columns=3,
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| 149 |
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height="auto",
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| 150 |
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preview=False,
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| 151 |
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)
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| 152 |
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| 153 |
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with gr.Tab("Canvas"):
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| 154 |
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gr.Markdown("## Scene canvas")
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| 155 |
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gr.Markdown("Selected asset views can be sent here and placed manually.")
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| 156 |
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| 157 |
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editor = gr.HTML(
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| 158 |
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value='{"render_id": null, "mode": "append", "items": []}',
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| 159 |
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html_template=HTML_TEMPLATE,
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| 160 |
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css_template=CSS_TEMPLATE,
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| 161 |
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js_on_load=JS_ON_LOAD,
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| 162 |
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)
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| 163 |
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| 164 |
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clear_canvas_btn = gr.Button("Clear canvas")
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| 165 |
+
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| 166 |
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ex1.click(fn=lambda: set_prompt(EXAMPLES[0]), outputs=prompt)
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| 167 |
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ex2.click(fn=lambda: set_prompt(EXAMPLES[1]), outputs=prompt)
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| 168 |
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ex3.click(fn=lambda: set_prompt(EXAMPLES[2]), outputs=prompt)
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| 169 |
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ex4.click(fn=lambda: set_prompt(EXAMPLES[3]), outputs=prompt)
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| 170 |
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ex5.click(fn=lambda: set_prompt(EXAMPLES[4]), outputs=prompt)
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| 171 |
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ex6.click(fn=lambda: set_prompt(EXAMPLES[5]), outputs=prompt)
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| 172 |
+
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| 173 |
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generate_btn.click(
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| 174 |
+
fn=generate_and_add_asset,
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| 175 |
+
inputs=[prompt, steps, guidance_scale, frame_size, seed, saved_assets_state],
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| 176 |
+
outputs=[
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| 177 |
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saved_assets_state,
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| 178 |
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selected_asset_index_state,
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| 179 |
+
saved_gallery,
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| 180 |
+
current_view,
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| 181 |
+
view_text,
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| 182 |
+
prev_btn,
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| 183 |
+
next_btn,
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| 184 |
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],
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| 185 |
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)
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| 186 |
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| 187 |
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saved_gallery.select(
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| 188 |
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fn=select_asset,
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| 189 |
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inputs=[saved_assets_state],
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| 190 |
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outputs=[
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| 191 |
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selected_asset_index_state,
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| 192 |
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saved_gallery,
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| 193 |
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current_view,
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| 194 |
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view_text,
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| 195 |
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prev_btn,
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| 196 |
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next_btn,
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| 197 |
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],
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| 198 |
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)
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| 199 |
+
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| 200 |
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prev_btn.click(
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| 201 |
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fn=prev_view,
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| 202 |
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inputs=[saved_assets_state, selected_asset_index_state],
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| 203 |
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outputs=[
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| 204 |
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saved_assets_state,
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| 205 |
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saved_gallery,
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| 206 |
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current_view,
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| 207 |
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view_text,
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| 208 |
+
prev_btn,
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| 209 |
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next_btn,
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| 210 |
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],
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| 211 |
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)
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| 212 |
+
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| 213 |
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next_btn.click(
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| 214 |
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fn=next_view,
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| 215 |
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inputs=[saved_assets_state, selected_asset_index_state],
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| 216 |
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outputs=[
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| 217 |
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saved_assets_state,
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| 218 |
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saved_gallery,
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| 219 |
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current_view,
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| 220 |
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view_text,
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| 221 |
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prev_btn,
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| 222 |
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next_btn,
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| 223 |
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],
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| 224 |
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)
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| 225 |
+
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| 226 |
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clear_saved_btn.click(
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| 227 |
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fn=clear_saved_assets,
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| 228 |
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outputs=[
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| 229 |
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saved_assets_state,
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| 230 |
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selected_asset_index_state,
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| 231 |
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saved_gallery,
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| 232 |
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current_view,
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| 233 |
+
view_text,
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| 234 |
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prev_btn,
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| 235 |
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next_btn,
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| 236 |
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],
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| 237 |
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)
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| 238 |
+
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| 239 |
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add_to_canvas_btn.click(
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| 240 |
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fn=add_selected_view_to_canvas,
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| 241 |
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inputs=[saved_assets_state, selected_asset_index_state],
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| 242 |
+
outputs=editor,
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| 243 |
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)
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| 244 |
+
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| 245 |
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reset_canvas_btn.click(
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| 246 |
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fn=reset_canvas_with_selected_view,
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| 247 |
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inputs=[saved_assets_state, selected_asset_index_state],
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| 248 |
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outputs=editor,
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| 249 |
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)
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| 250 |
+
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| 251 |
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clear_canvas_btn.click(
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| 252 |
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fn=clear_canvas,
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| 253 |
+
outputs=editor,
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| 254 |
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)
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| 255 |
+
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| 256 |
+
if __name__ == "__main__":
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| 257 |
+
demo.launch()
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