| |
|
|
| from __future__ import annotations |
| import argparse |
| import functools |
| import os |
| import pathlib |
| import sys |
| from typing import Callable |
| import uuid |
|
|
| 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(os.path.join(os.path.dirname(os.path.abspath(__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'), |
| ], |
| |
| 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() |
|
|
