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from __future__ import annotations |
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import argparse |
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import functools |
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import os |
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import pathlib |
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import sys |
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from typing import Callable |
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import uuid |
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import gradio as gr |
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import huggingface_hub |
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import numpy as np |
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import PIL.Image |
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from io import BytesIO |
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from wbc.cartoonize import Cartoonize |
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ORIGINAL_REPO_URL = 'https://github.com/SystemErrorWang/White-box-Cartoonization' |
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TITLE = 'SystemErrorWang/White-box-Cartoonization' |
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DESCRIPTION = f"""This is a demo for {ORIGINAL_REPO_URL}. |
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""" |
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ARTICLE = """ |
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""" |
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SAFEHASH = [x for x in "0123456789-abcdefghijklmnopqrstuvwxyz_ABCDEFGHIJKLMNOPQRSTUVWXYZ"] |
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def compress_UUID(): |
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''' |
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根据http://www.ietf.org/rfc/rfc1738.txt,由uuid编码扩bai大字符域生成du串 |
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包括:[0-9a-zA-Z\-_]共64个 |
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长度:(32-2)/3*2=20 |
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备注:可在地球上人zhi人都用,使用100年不重复(2^120) |
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:return:String |
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''' |
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row = str(uuid.uuid4()).replace('-', '') |
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safe_code = '' |
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for i in range(10): |
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enbin = "%012d" % int(bin(int(row[i * 3] + row[i * 3 + 1] + row[i * 3 + 2], 16))[2:], 10) |
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safe_code += (SAFEHASH[int(enbin[0:6], 2)] + SAFEHASH[int(enbin[6:12], 2)]) |
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safe_code = safe_code.replace('-', '') |
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return safe_code |
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def parse_args() -> argparse.Namespace: |
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parser = argparse.ArgumentParser() |
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parser.add_argument('--device', type=str, default='cpu') |
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parser.add_argument('--theme', type=str) |
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parser.add_argument('--live', action='store_true') |
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parser.add_argument('--share', action='store_true') |
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parser.add_argument('--port', type=int) |
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parser.add_argument('--disable-queue', |
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dest='enable_queue', |
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action='store_false') |
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parser.add_argument('--allow-flagging', type=str, default='never') |
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parser.add_argument('--allow-screenshot', action='store_true') |
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return parser.parse_args() |
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def run( |
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image, |
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cartoonize : Cartoonize |
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) -> tuple[PIL.Image.Image]: |
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out_path = compress_UUID()+'.png' |
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cartoonize.run_sigle(image.name, out_path) |
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return PIL.Image.open(out_path) |
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def main(): |
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gr.close_all() |
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args = parse_args() |
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cartoonize = Cartoonize(os.path.join(os.path.dirname(os.path.abspath(__file__)),'wbc/saved_models/')) |
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func = functools.partial(run, cartoonize=cartoonize) |
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func = functools.update_wrapper(func, run) |
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gr.Interface( |
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func, |
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[ |
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gr.inputs.Image(type='file', label='Input Image'), |
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], |
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[ |
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gr.outputs.Image( |
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type='pil', |
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label='Result'), |
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], |
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theme=args.theme, |
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title=TITLE, |
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description=DESCRIPTION, |
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article=ARTICLE, |
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allow_screenshot=args.allow_screenshot, |
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allow_flagging=args.allow_flagging, |
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live=args.live, |
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).launch( |
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enable_queue=args.enable_queue, |
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server_port=args.port, |
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share=args.share, |
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) |
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if __name__ == '__main__': |
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main() |
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