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| import tempfile | |
| from pathlib import Path | |
| import gradio as gr | |
| from infer_core import inference | |
| BASE_DIR = Path(__file__).resolve().parent | |
| CONFIG_CHOICES = { | |
| "MoE (config_moe.yaml)": str(BASE_DIR / "configs" / "config_moe.yaml"), | |
| } | |
| def run_demo(content_image, style_image, config_name, seed): | |
| if content_image is None or style_image is None: | |
| return None | |
| config_path = CONFIG_CHOICES[config_name] | |
| with tempfile.TemporaryDirectory() as tmpdir: | |
| content_path = Path(tmpdir) / "content.png" | |
| style_path = Path(tmpdir) / "style.png" | |
| content_image.save(content_path) | |
| style_image.save(style_path) | |
| return inference(str(content_path), str(style_path), config_path, seed=seed) | |
| def build_ui(): | |
| with gr.Blocks() as demo: | |
| gr.Markdown("# StyleExpert Inference Demo") | |
| with gr.Row(): | |
| content = gr.Image(label="Content Image", type="pil") | |
| style = gr.Image(label="Style Image", type="pil") | |
| with gr.Row(): | |
| config = gr.Dropdown( | |
| choices=list(CONFIG_CHOICES.keys()), | |
| value="MoE (config_moe.yaml)", | |
| label="Config", | |
| ) | |
| seed = gr.Slider(0, 9999, value=42, step=1, label="Seed") | |
| run_btn = gr.Button("Run") | |
| output = gr.Image(label="Output") | |
| run_btn.click(run_demo, inputs=[content, style, config, seed], outputs=output) | |
| return demo | |
| if __name__ == "__main__": | |
| build_ui().launch() | |