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| #!/usr/bin/env python | |
| from __future__ import annotations | |
| import argparse | |
| import functools | |
| import os | |
| import pathlib | |
| import sys | |
| from typing import Callable | |
| import gradio as gr | |
| import huggingface_hub | |
| import numpy as np | |
| import PIL.Image | |
| from io import BytesIO | |
| sys.path.insert(0, 'animeganv2') | |
| import test1 as test | |
| ORIGINAL_REPO_URL = 'https://github.com/TachibanaYoshino/AnimeGANv2' | |
| TITLE = 'TachibanaYoshino/AnimeGANv2' | |
| DESCRIPTION = f"""This is a demo for {ORIGINAL_REPO_URL}. | |
| """ | |
| ARTICLE = """ | |
| """ | |
| 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('--live', action='store_true') | |
| parser.add_argument('--share', action='store_true') | |
| parser.add_argument('--port', type=int) | |
| parser.add_argument('--disable-queue', | |
| dest='enable_queue', | |
| action='store_false') | |
| parser.add_argument('--allow-flagging', type=str, default='never') | |
| parser.add_argument('--allow-screenshot', action='store_true') | |
| return parser.parse_args() | |
| def run( | |
| image, | |
| ) -> tuple[PIL.Image.Image]: | |
| curPath = os.path.abspath(os.path.dirname(__file__)) | |
| out = test.test(checkpoint_dir=os.path.join(curPath,'animeganv2/checkpoint/generator_Shinkai_weight'), | |
| style_name='Shinkai', test_file=image.name, if_adjust_brightness=True) | |
| return PIL.Image.open(out) | |
| def main(): | |
| gr.close_all() | |
| args = parse_args() | |
| #curPath = os.path.abspath(os.path.dirname(__file__)) | |
| #init | |
| #shinkai = ImportGraph(checkpoint_dir=os.path.join(curPath,'animeganv2/checkpoint/generator_Shinkai_weight')) | |
| #hayao = ImportGraph(checkpoint_dir=os.path.join(curPath,'animeganv2/checkpoint/generator_Hayao_weight')) | |
| #paprika = ImportGraph(checkpoint_dir=os.path.join(curPath,'animeganv2/checkpoint/generator_Paprika_weight')) | |
| func = functools.partial(run) | |
| func = functools.update_wrapper(func, run) | |
| gr.Interface( | |
| func, | |
| [ | |
| gr.inputs.Image(type='file', label='Input Image'), | |
| ], | |
| [ | |
| gr.outputs.Image( | |
| type='pil', | |
| label='Result'), | |
| ], | |
| #examples=examples, | |
| theme=args.theme, | |
| title=TITLE, | |
| description=DESCRIPTION, | |
| article=ARTICLE, | |
| allow_screenshot=args.allow_screenshot, | |
| allow_flagging=args.allow_flagging, | |
| live=args.live, | |
| ).launch( | |
| enable_queue=args.enable_queue, | |
| server_port=args.port, | |
| share=args.share, | |
| ) | |
| if __name__ == '__main__': | |
| main() | |