app.py

import os
import gradio as gr
os.environ["KERAS_BACKEND"] = "jax"

from inference import load_weights, generate_images, WEIGHTS_H5, CHECKPOINT_PKL

_model_loaded = False

def load_model_once():
    global _model_loaded
    if _model_loaded:
        return True
    ok = load_weights(resolution=256)
    if ok:
        _model_loaded = True
    return ok

def generate(n_images, seed):
    n_images = max(1, min(int(n_images), 16))
    seed = int(seed) if seed is not None and str(seed).strip() else None

    if not load_model_once():
        return [], f"❌ No weights found. Put checkpoint.pkl in:\n{os.path.dirname(WEIGHTS_H5)}"

    try:
        images = generate_images(n_images, resolution=256, seed=seed)
        if images is None or len(images) == 0:
            return [], "No images generated."
        return images, f"✅ Generated {len(images)} face(s) at 256×256."
    except Exception as e:
        import traceback
        return [], f"Error: {e}\n{traceback.format_exc()}"


css = """
@import url('https://fonts.googleapis.com/css2?family=Syne:wght@400;700;800&family=DM+Mono:wght@300;400&display=swap');

* { font-family: 'Syne', sans-serif; box-sizing: border-box; }

/* Dark background */
.gradio-container {
    background: #0a0a0f !important;
    min-height: 100vh;
}

/* Hero header */
.hero {
    text-align: center;
    padding: 2.5rem 1rem 1rem;
}
.hero-title {
    font-size: 3rem;
    font-weight: 800;
    letter-spacing: -0.03em;
    background: linear-gradient(135deg, #e2e8f0 0%, #94a3b8 50%, #475569 100%);
    -webkit-background-clip: text;
    -webkit-text-fill-color: transparent;
    margin: 0;
    line-height: 1.1;
}
.hero-sub {
    font-family: 'DM Mono', monospace;
    font-size: 0.78rem;
    color: #475569;
    letter-spacing: 0.15em;
    text-transform: uppercase;
    margin-top: 0.6rem;
}

/* Panel cards */
.gr-block, .gr-box, .panel {
    background: #111118 !important;
    border: 1px solid #1e1e2e !important;
    border-radius: 12px !important;
}

/* Labels */
label span {
    font-family: 'DM Mono', monospace !important;
    font-size: 0.72rem !important;
    letter-spacing: 0.1em !important;
    text-transform: uppercase !important;
    color: #64748b !important;
}

/* Slider */
input[type=range] {
    accent-color: #6366f1;
}

/* Generate button */
#gen-btn {
    background: #6366f1 !important;
    border: none !important;
    border-radius: 8px !important;
    font-family: 'Syne', sans-serif !important;
    font-weight: 700 !important;
    font-size: 0.95rem !important;
    letter-spacing: 0.05em !important;
    color: white !important;
    padding: 0.75rem 2rem !important;
    transition: background 0.2s, transform 0.1s !important;
    width: 100% !important;
}
#gen-btn:hover {
    background: #4f46e5 !important;
    transform: translateY(-1px);
}
#gen-btn:active { transform: translateY(0); }

/* Status box */
#status textarea {
    font-family: 'DM Mono', monospace !important;
    font-size: 0.8rem !important;
    background: #0a0a0f !important;
    color: #64748b !important;
    border: 1px solid #1e1e2e !important;
    border-radius: 8px !important;
}

/* Gallery */
.gallery-item img {
    border-radius: 8px !important;
    transition: transform 0.2s !important;
}
.gallery-item img:hover {
    transform: scale(1.03);
}

/* Footer */
.footer {
    text-align: center;
    padding: 2rem;
    font-family: 'DM Mono', monospace;
    font-size: 0.72rem;
    color: #1e293b;
    letter-spacing: 0.08em;
}
"""

def main():
    with gr.Blocks(css=css, title="StyleGAN v1 — Face Synthesis") as demo:

        gr.HTML("""
            <div class="hero">
                <div class="hero-title">StyleGAN v1</div>
                <div class="hero-sub">Progressive Face Synthesis · 256 × 256</div>
            </div>
        """)

        with gr.Row():
            with gr.Column(scale=1):
                n_images = gr.Slider(
                    minimum=1, maximum=16, value=4, step=1,
                    label="Number of faces"
                )
                seed = gr.Textbox(
                value="",
                    label="Seed (leave blank for random)",
                    placeholder="e.g. 42",
                )
                gen_btn = gr.Button("Generate ↗", variant="primary", elem_id="gen-btn")
                status  = gr.Textbox(
                    label="Status", interactive=False,
                    elem_id="status", lines=2
                )

            with gr.Column(scale=3):
                gallery = gr.Gallery(
                    label="Generated faces",
                    columns=4,
                    rows=4,                  # ← allow up to 4 rows for 16 images
                    object_fit="contain",    # ← was "cover" which zooms in, "contain" shows full image
                    height="auto",           # ← was fixed 520px which cut off rows
                    show_label=False,
                )

        gr.HTML('<div class="footer">Built with Keras · JAX · Gradio</div>')

        gen_btn.click(fn=generate, inputs=[n_images, seed], outputs=[gallery, status])

    demo.launch(
        server_name="0.0.0.0",
        server_port=int(os.environ.get("PORT", 7860)),
    )

if __name__ == "__main__":
    main()