Spaces:
Running
on
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Running
on
Zero
π¨ Redesign from AnyCoder (#14)
Browse files- π¨ Redesign from AnyCoder (a84f1413bfbc5f9ba7220f0930b18e46de97c089)
app.py
CHANGED
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@@ -2,8 +2,7 @@ from PIL import Image
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import torch
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import gradio as gr
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model2 = torch.hub.load(
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"AK391/animegan2-pytorch:main",
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"generator",
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@@ -12,22 +11,263 @@ model2 = torch.hub.load(
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progress=False
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)
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-
model1 = torch.hub.load("AK391/animegan2-pytorch:main", "generator", pretrained="face_paint_512_v1", device="cuda")
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face2paint = torch.hub.load(
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-
'AK391/animegan2-pytorch:main',
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-
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)
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def inference(img, ver):
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-
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out = face2paint(model2, img)
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else:
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out = face2paint(model1, img)
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return out
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import torch
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import gradio as gr
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+
# Load models
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model2 = torch.hub.load(
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"AK391/animegan2-pytorch:main",
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"generator",
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progress=False
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)
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model1 = torch.hub.load(
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"AK391/animegan2-pytorch:main",
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"generator",
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pretrained="face_paint_512_v1",
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device="cuda"
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)
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face2paint = torch.hub.load(
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'AK391/animegan2-pytorch:main',
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'face2paint',
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size=512,
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device="cuda",
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side_by_side=False
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)
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def inference(img, ver):
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"""Convert portrait to anime style"""
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if ver == 'Version 2':
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out = face2paint(model2, img)
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else:
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out = face2paint(model1, img)
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return out
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+
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# Custom CSS for modern, mobile-friendly design
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custom_css = """
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/* Container styling */
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.gradio-container {
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max-width: 1200px !important;
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margin: auto !important;
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}
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/* Header styling */
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#header {
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text-align: center;
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padding: 2rem 1rem 1rem 1rem;
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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border-radius: 16px;
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margin-bottom: 2rem;
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color: white;
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}
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#header h1 {
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font-size: 2.5rem;
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font-weight: 800;
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margin-bottom: 0.5rem;
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letter-spacing: -0.5px;
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}
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#header p {
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font-size: 1.1rem;
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opacity: 0.95;
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max-width: 600px;
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margin: 0 auto;
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line-height: 1.6;
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}
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/* Main content area */
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#main-content {
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background: rgba(255, 255, 255, 0.05);
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border-radius: 16px;
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padding: 2rem;
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margin-bottom: 2rem;
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}
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/* Image containers */
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.image-container {
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border-radius: 12px;
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overflow: hidden;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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}
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/* Button styling */
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.primary-btn button {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;
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border: none !important;
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font-weight: 600 !important;
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font-size: 1.1rem !important;
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padding: 0.75rem 2rem !important;
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border-radius: 12px !important;
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transition: transform 0.2s ease !important;
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}
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.primary-btn button:hover {
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transform: translateY(-2px) !important;
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box-shadow: 0 8px 16px rgba(102, 126, 234, 0.3) !important;
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}
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/* Radio button styling */
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.version-selector label {
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font-weight: 600 !important;
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font-size: 1rem !important;
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margin-bottom: 0.75rem !important;
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}
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/* Examples styling */
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#examples {
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margin-top: 2rem;
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}
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/* Footer */
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#footer {
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text-align: center;
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padding: 2rem 1rem;
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margin-top: 2rem;
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border-top: 1px solid rgba(255, 255, 255, 0.1);
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}
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#footer a {
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color: #667eea;
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text-decoration: none;
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font-weight: 600;
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transition: color 0.2s ease;
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}
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#footer a:hover {
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color: #764ba2;
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}
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/* Mobile responsiveness */
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@media (max-width: 768px) {
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#header h1 {
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font-size: 2rem;
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}
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#header p {
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font-size: 1rem;
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}
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#main-content {
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padding: 1rem;
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}
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}
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"""
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# Create the Gradio interface
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with gr.Blocks(fill_height=True) as demo:
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# Header
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with gr.Column(elem_id="header"):
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gr.Markdown("# β‘ AnimeGAN v2")
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gr.Markdown("Transform your portraits into stunning anime-style artwork")
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# Main content
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with gr.Column(elem_id="main-content"):
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with gr.Row():
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with gr.Column(scale=1):
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input_image = gr.Image(
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label="πΈ Upload Your Portrait",
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type="pil",
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sources=["upload", "clipboard"],
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height=400,
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elem_classes="image-container"
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)
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version_selector = gr.Radio(
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choices=[
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'Version 1',
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'Version 2'
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],
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value='Version 2',
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label="π¨ Style Version",
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info="Version 1: More stylized | Version 2: More robust",
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elem_classes="version-selector"
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)
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with gr.Row():
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submit_btn = gr.Button(
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"β¨ Generate Anime Style",
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variant="primary",
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size="lg",
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elem_classes="primary-btn"
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)
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with gr.Column(scale=1):
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output_image = gr.Image(
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label="π¨ Anime Result",
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type="pil",
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height=400,
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interactive=False,
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elem_classes="image-container"
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)
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# Examples section
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with gr.Column(elem_id="examples"):
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gr.Markdown("### π« Try These Examples")
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gr.Examples(
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examples=[
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['groot.jpeg', 'Version 2'],
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['bill.png', 'Version 1'],
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['tony.png', 'Version 1'],
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['elon.png', 'Version 2'],
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['IU.png', 'Version 1'],
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['billie.png', 'Version 2'],
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['will.png', 'Version 2'],
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['beyonce.png', 'Version 1'],
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['gongyoo.jpeg', 'Version 1']
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],
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inputs=[input_image, version_selector],
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outputs=output_image,
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fn=inference,
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cache_examples=False,
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examples_per_page=9
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)
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# Footer
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with gr.Column(elem_id="footer"):
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gr.Markdown(
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"""
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<div style='display: flex; justify-content: center; align-items: center; gap: 1rem; flex-wrap: wrap;'>
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<a href='https://github.com/bryandlee/animegan2-pytorch' target='_blank'>
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π GitHub Repository
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</a>
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<span style='color: rgba(255,255,255,0.3);'>β’</span>
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<a href='https://huggingface.co/spaces/akhaliq/anycoder' target='_blank'>
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π Built with anycoder
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</a>
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</div>
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<p style='margin-top: 1rem; font-size: 0.9rem; color: rgba(255,255,255,0.6);'>
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π‘ <strong>Tip:</strong> Use a cropped portrait photo for best results
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</p>
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"""
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)
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# Event handlers
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submit_btn.click(
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fn=inference,
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inputs=[input_image, version_selector],
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outputs=output_image,
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api_name="generate"
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)
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input_image.change(
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fn=inference,
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inputs=[input_image, version_selector],
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outputs=output_image,
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show_progress="minimal"
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)
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# Launch with modern theme
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demo.launch(
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theme=gr.themes.Soft(
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primary_hue="indigo",
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secondary_hue="purple",
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neutral_hue="slate",
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font=gr.themes.GoogleFont("Inter"),
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text_size="lg",
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spacing_size="lg",
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radius_size="lg"
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).set(
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button_primary_background_fill="*primary_600",
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button_primary_background_fill_hover="*primary_700",
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block_title_text_weight="600",
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block_label_text_weight="600",
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),
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css=custom_css,
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footer_links=[
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{"label": "Built with anycoder", "url": "https://huggingface.co/spaces/akhaliq/anycoder"}
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]
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)
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