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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 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()
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