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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
sys.path.insert(0, 'animeganv2')
import test1 as test
from test1 import ImportGraph
ORIGINAL_REPO_URL = 'https://github.com/TachibanaYoshino/AnimeGANv2'
TITLE = 'TachibanaYoshino/AnimeGANv2'
DESCRIPTION = f"""This is a demo for {ORIGINAL_REPO_URL}.
"""
ARTICLE = """
"""
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,
) -> tuple[PIL.Image.Image]:
curPath = os.path.abspath(os.path.dirname(__file__))
out = test.test(checkpoint_dir=os.path.join(curPath,'animeganv2/checkpoint/generator_Shinkai_weight'),
style_name='Shinkai', test_file=image.name, if_adjust_brightness=True)
return PIL.Image.open(out)
def main():
gr.close_all()
args = parse_args()
#curPath = os.path.abspath(os.path.dirname(__file__))
#init
#shinkai = ImportGraph(checkpoint_dir=os.path.join(curPath,'animeganv2/checkpoint/generator_Shinkai_weight'))
#hayao = ImportGraph(checkpoint_dir=os.path.join(curPath,'animeganv2/checkpoint/generator_Hayao_weight'))
#paprika = ImportGraph(checkpoint_dir=os.path.join(curPath,'animeganv2/checkpoint/generator_Paprika_weight'))
func = functools.partial(run)
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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