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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 | |
| from wbc.cartoonize import Cartoonize | |
| ORIGINAL_REPO_URL = 'https://github.com/SystemErrorWang/White-box-Cartoonization' | |
| TITLE = 'SystemErrorWang/White-box-Cartoonization' | |
| DESCRIPTION = f"""This is a demo for {ORIGINAL_REPO_URL}. | |
| """ | |
| ARTICLE = """ | |
| """ | |
| SAFEHASH = [x for x in "0123456789-abcdefghijklmnopqrstuvwxyz_ABCDEFGHIJKLMNOPQRSTUVWXYZ"] | |
| def compress_UUID(): | |
| ''' | |
| 根据http://www.ietf.org/rfc/rfc1738.txt,由uuid编码扩bai大字符域生成du串 | |
| 包括:[0-9a-zA-Z\-_]共64个 | |
| 长度:(32-2)/3*2=20 | |
| 备注:可在地球上人zhi人都用,使用100年不重复(2^120) | |
| :return:String | |
| ''' | |
| row = str(uuid.uuid4()).replace('-', '') | |
| safe_code = '' | |
| for i in range(10): | |
| enbin = "%012d" % int(bin(int(row[i * 3] + row[i * 3 + 1] + row[i * 3 + 2], 16))[2:], 10) | |
| safe_code += (SAFEHASH[int(enbin[0:6], 2)] + SAFEHASH[int(enbin[6:12], 2)]) | |
| safe_code = safe_code.replace('-', '') | |
| return safe_code | |
| 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, | |
| cartoonize : Cartoonize | |
| ) -> tuple[PIL.Image.Image]: | |
| out_path = compress_UUID()+'.png' | |
| cartoonize.run_sigle(image.name, out_path) | |
| return PIL.Image.open(out_path) | |
| def main(): | |
| gr.close_all() | |
| args = parse_args() | |
| cartoonize = Cartoonize('file/wbc/saved_models/') | |
| func = functools.partial(run, cartoonize=cartoonize) | |
| 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() | |