#!/usr/bin/env python 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'), ], # 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()