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| #!/usr/bin/env python | |
| from __future__ import annotations | |
| import argparse | |
| import gradio as gr | |
| from huggingface_hub import hf_hub_download | |
| from model import Model | |
| DESCRIPTION = '''# StyleGAN-Human | |
| This is an unofficial demo for [https://github.com/stylegan-human/StyleGAN-Human](https://github.com/stylegan-human/StyleGAN-Human). | |
| ''' | |
| FOOTER = '<img id="visitor-badge" alt="visitor badge" src="https://visitor-badge.glitch.me/badge?page_id=gradio-blocks.stylegan-human" />' | |
| def parse_args() -> argparse.Namespace: | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument('--device', type=str, default='cpu') | |
| parser.add_argument('--theme', type=str) | |
| parser.add_argument('--share', action='store_true') | |
| parser.add_argument('--port', type=int) | |
| parser.add_argument('--disable-queue', | |
| dest='enable_queue', | |
| action='store_false') | |
| return parser.parse_args() | |
| def main(): | |
| args = parse_args() | |
| app = Model(device=args.device) | |
| with gr.Blocks(theme=args.theme, css='style.css') as demo: | |
| gr.Markdown(DESCRIPTION) | |
| with gr.Row(): | |
| with gr.Column(): | |
| with gr.Row(): | |
| seed1 = gr.Number(value=6876, label='Seed 1') | |
| psi1 = gr.Slider(0, | |
| 2, | |
| value=0.7, | |
| step=0.05, | |
| label='Truncation psi 1') | |
| with gr.Row(): | |
| generate_button1 = gr.Button('Generate') | |
| with gr.Row(): | |
| generated_image1 = gr.Image(type='numpy', | |
| label='Generated Image 1') | |
| with gr.Column(): | |
| with gr.Row(): | |
| seed2 = gr.Number(value=6886, label='Seed 2') | |
| psi2 = gr.Slider(0, | |
| 2, | |
| value=0.7, | |
| step=0.05, | |
| label='Truncation psi 2') | |
| with gr.Row(): | |
| generate_button2 = gr.Button('Generate') | |
| with gr.Row(): | |
| generated_image2 = gr.Image(type='numpy', | |
| label='Generated Image 2') | |
| with gr.Row(): | |
| with gr.Column(): | |
| with gr.Row(): | |
| num_frames = gr.Slider( | |
| 0, | |
| 41, | |
| value=7, | |
| step=1, | |
| label='Number of Intermediate Frames') | |
| with gr.Row(): | |
| interpolate_button = gr.Button('Interpolate') | |
| with gr.Row(): | |
| interpolated_images = gr.Gallery(label='Output Images') | |
| gr.Markdown(FOOTER) | |
| generate_button1.click(app.generate_single_image, | |
| inputs=[seed1, psi1], | |
| outputs=generated_image1) | |
| generate_button2.click(app.generate_single_image, | |
| inputs=[seed2, psi2], | |
| outputs=generated_image2) | |
| interpolate_button.click(app.generate_interpolated_images, | |
| inputs=[seed1, psi1, seed2, psi2, num_frames], | |
| outputs=interpolated_images) | |
| demo.launch( | |
| enable_queue=args.enable_queue, | |
| server_port=args.port, | |
| share=args.share, | |
| ) | |
| if __name__ == '__main__': | |
| main() | |