Spaces:
Running on Zero
Running on Zero
Sync from Bria-AI/huggingface-demos @ 5f2630e
Browse files- app.py +167 -35
- bria_logo.png +0 -0
app.py
CHANGED
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@@ -1,9 +1,12 @@
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import spaces
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import gradio as gr
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import torch
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from diffusers import BriaFiboEditPipeline
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from PIL import Image
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import tempfile
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# Load the model on CPU at module level (ZeroGPU moves to CUDA inside @spaces.GPU)
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print("Loading Fibo-Edit-RMBG model...")
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@@ -13,7 +16,7 @@ pipe = BriaFiboEditPipeline.from_pretrained(
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)
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print("Model loaded on CPU")
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INSTRUCTION = {'edit_instruction':'Generate a detailed grayscale alpha matte. Map the opaque foreground to white and the background to black. Produce soft, anti-aliased grayscale gradients at the edges of the subject to represent fine details and transparency.'}
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@spaces.GPU(duration=300)
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@@ -43,66 +46,195 @@ def process(image, num_steps=10, guidance_scale=1.0):
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return (image.convert("RGBA"), result), tmp.name
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""")
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with gr.Row():
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with gr.Column(scale=1):
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input_image = gr.Image(label="Input
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with gr.Accordion("Advanced
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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=10,
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step=1,
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label="Number of
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)
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guidance_scale = gr.Slider(
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minimum=1.0,
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maximum=15.0,
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value=1.0,
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step=0.5,
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label="Guidance
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)
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process_btn = gr.Button("Remove Background", variant="primary",
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with gr.Column(scale=1):
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slider = gr.ImageSlider(
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label="Original vs
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type="pil",
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image_mode="RGBA",
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format="png",
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slider_position=50,
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-
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container=True,
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)
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download_file = gr.File(label="
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gr.
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- **License**: Non-commercial use (<a href="https://creativecommons.org/licenses/by-nc/4.0/" target="_blank">CC BY-NC 4.0</a>)
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For commercial use, please <a href="https://bria.ai/contact-us" target="_blank">contact Bria AI</a>.
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""")
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process_btn.click(
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@@ -112,4 +244,4 @@ For commercial use, please <a href="https://bria.ai/contact-us" target="_blank">
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)
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if __name__ == "__main__":
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demo.launch(show_error=True
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import os
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import base64
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import tempfile
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import spaces
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import gradio as gr
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import torch
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from diffusers import BriaFiboEditPipeline
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from PIL import Image
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# Load the model on CPU at module level (ZeroGPU moves to CUDA inside @spaces.GPU)
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print("Loading Fibo-Edit-RMBG model...")
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)
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print("Model loaded on CPU")
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INSTRUCTION = {'edit_instruction': 'Generate a detailed grayscale alpha matte. Map the opaque foreground to white and the background to black. Produce soft, anti-aliased grayscale gradients at the edges of the subject to represent fine details and transparency.'}
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@spaces.GPU(duration=300)
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return (image.convert("RGBA"), result), tmp.name
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def _load_logo():
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"""Embed the bundled logo as a data URI so the header never depends on an external CDN."""
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try:
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with open(os.path.join(os.path.dirname(__file__), "bria_logo.png"), "rb") as f:
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return "data:image/png;base64," + base64.b64encode(f.read()).decode("utf-8")
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except Exception:
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return "https://cdn.sanity.io/images/zppcnj0l/production/d0f4aef10abdcc4bacaebeade789ea8c3e453882-210x132.png"
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BRIA_LOGO = _load_logo()
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# ------------------------------------------------------------------ #
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# Theme + styling — Bria brand (purple #5300C9, magenta accent) #
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# ------------------------------------------------------------------ #
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bria_theme = gr.themes.Soft(
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primary_hue=gr.themes.Color(
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c50="#f3ebff", c100="#e4d3ff", c200="#c9a6ff", c300="#a86bff",
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c400="#8a3dff", c500="#5300C9", c600="#4700ab", c700="#37008a",
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c800="#28006b", c900="#1c0050", c950="#120038",
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),
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secondary_hue=gr.themes.Color(
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c50="#ffe9f4", c100="#ffd0e6", c200="#ffa1cd", c300="#ff6fb2",
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c400="#f5399a", c500="#e2138a", c600="#c00b74", c700="#99095c",
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c800="#730745", c900="#520531", c950="#340120",
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),
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neutral_hue="slate",
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font=[gr.themes.GoogleFont("Inter"), "ui-sans-serif", "system-ui", "sans-serif"],
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radius_size=gr.themes.sizes.radius_lg,
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).set(
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body_background_fill="#f6f5fb",
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body_background_fill_dark="#0f0b1a",
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block_background_fill="white",
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block_background_fill_dark="#1a1330",
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block_border_width="1px",
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block_shadow="0 1px 3px rgba(28,0,80,0.06), 0 8px 24px rgba(28,0,80,0.05)",
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button_primary_background_fill="linear-gradient(90deg, #5300C9 0%, #8a3dff 100%)",
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button_primary_background_fill_hover="linear-gradient(90deg, #4700ab 0%, #7a2dff 100%)",
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button_primary_text_color="white",
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button_large_radius="12px",
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)
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css = """
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.gradio-container { max-width: 1180px !important; margin: 0 auto !important; }
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/* ---- Header ---- */
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#bria-header {
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display: flex;
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align-items: center;
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gap: 18px;
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padding: 22px 26px;
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margin-bottom: 8px;
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background: linear-gradient(120deg, #ffffff 0%, #f3ecff 100%);
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border: 1px solid rgba(83, 0, 201, 0.12);
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border-radius: 18px;
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}
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.dark #bria-header {
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background: linear-gradient(120deg, #1a1330 0%, #241640 100%);
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border-color: rgba(138, 61, 255, 0.25);
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}
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#bria-header img { height: 52px; width: auto; }
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#bria-header .title-block h1 {
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margin: 0;
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font-size: 1.7rem;
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font-weight: 800;
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letter-spacing: -0.02em;
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color: #1c0050;
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}
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.dark #bria-header .title-block h1 { color: #f0eafc; }
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#bria-header .title-block p {
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margin: 4px 0 0 0;
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font-size: 0.95rem;
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color: #6b6580;
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}
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.dark #bria-header .title-block p { color: #b3abc9; }
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#bria-header .pill {
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display: inline-block;
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margin-top: 8px;
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padding: 3px 12px;
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font-size: 0.72rem;
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font-weight: 700;
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letter-spacing: 0.04em;
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text-transform: uppercase;
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color: #5300C9;
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background: rgba(83, 0, 201, 0.09);
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border-radius: 999px;
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}
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.dark #bria-header .pill { color: #c9a6ff; background: rgba(138, 61, 255, 0.15); }
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/* ---- Steps helper ---- */
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#steps { font-size: 0.92rem; color: #4b4661; margin: 2px 4px 10px; }
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.dark #steps { color: #b3abc9; }
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#steps b { color: #5300C9; }
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.dark #steps b { color: #c9a6ff; }
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/* ---- Image panels ---- */
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#image_upload, #output-img { border-radius: 14px; min-height: 360px; }
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#image_upload img, #output-img img { object-fit: contain; }
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/* ---- Run button ---- */
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#run_button {
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width: 100%;
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height: 54px;
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font-size: 1.05rem;
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font-weight: 700;
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box-shadow: 0 6px 18px rgba(83, 0, 201, 0.28);
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}
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#run_button:hover { box-shadow: 0 8px 22px rgba(83, 0, 201, 0.38); }
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/* ---- Footer ---- */
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#bria-footer {
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margin-top: 28px;
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padding-top: 18px;
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border-top: 1px solid rgba(83, 0, 201, 0.12);
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text-align: center;
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font-size: 0.88rem;
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color: #6b6580;
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line-height: 1.7;
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}
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#bria-footer a { color: #5300C9; text-decoration: none; font-weight: 600; }
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#bria-footer a:hover { text-decoration: underline; }
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.dark #bria-footer { color: #b3abc9; border-color: rgba(138, 61, 255, 0.22); }
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.dark #bria-footer a { color: #c9a6ff; }
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"""
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with gr.Blocks(theme=bria_theme, css=css, title="BRIA Fibo-Edit-RMBG") as demo:
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gr.HTML(f"""
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<div id="bria-header">
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<img src="{BRIA_LOGO}" alt="BRIA logo" />
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<div class="title-block">
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<h1>Remove Background</h1>
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<p>Fibo-Edit-RMBG — background removal via Bria's 8B FIBO-Edit model, on licensed data.</p>
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<span class="pill">Open model · Fibo-Edit-RMBG</span>
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</div>
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</div>
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""")
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gr.HTML("""
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<div id="steps">
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<b>1.</b> Upload an image ·
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<b>2.</b> (optional) tune the settings ·
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<b>3.</b> Hit <b>Remove Background</b> ·
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<b>4.</b> Drag the slider to compare, then download the PNG
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</div>
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""")
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with gr.Row(equal_height=False):
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with gr.Column(scale=1):
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input_image = gr.Image(label="Input image", type="pil", elem_id="image_upload")
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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=10,
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step=1,
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label="Number of steps",
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)
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guidance_scale = gr.Slider(
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minimum=1.0,
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maximum=15.0,
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value=1.0,
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step=0.5,
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label="Guidance scale",
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)
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process_btn = gr.Button("✨ Remove Background", variant="primary", elem_id="run_button")
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with gr.Column(scale=1):
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slider = gr.ImageSlider(
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label="Original vs. background removed",
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type="pil",
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image_mode="RGBA",
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format="png",
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slider_position=50,
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elem_id="output-img",
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container=True,
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)
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download_file = gr.File(label="PNG with transparent background")
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gr.HTML("""
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<div id="bria-footer">
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<p>
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Fibo-Edit-RMBG is built on the 8B <a href="https://huggingface.co/briaai/Fibo-Edit" target="_blank">FIBO-Edit</a> model and is open for non-commercial use (<a href="https://creativecommons.org/licenses/by-nc/4.0/" target="_blank">CC BY-NC 4.0</a>).<br/>
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<a href="https://huggingface.co/briaai/Fibo-Edit-RMBG" target="_blank">Model card</a> ·
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<a href="https://bria.ai/contact-us" target="_blank">Commercial licensing</a> ·
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<a href="https://bria.ai" target="_blank">Bria AI</a>
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</p>
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</div>
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""")
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process_btn.click(
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)
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if __name__ == "__main__":
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demo.launch(show_error=True)
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bria_logo.png
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