44 lines
1.6 KiB
Python
44 lines
1.6 KiB
Python
'''
|
|
Author: SpenserCai
|
|
Date: 2023-07-28 14:37:40
|
|
version:
|
|
LastEditors: SpenserCai
|
|
LastEditTime: 2023-08-03 14:41:58
|
|
Description: file content
|
|
'''
|
|
# DeOldify API
|
|
from fastapi import FastAPI, Body
|
|
|
|
from modules.api.models import *
|
|
from modules.api import api
|
|
import gradio as gr
|
|
|
|
from deoldify.device_id import DeviceId
|
|
from PIL import Image
|
|
|
|
from deoldify.visualize import *
|
|
|
|
import warnings
|
|
warnings.filterwarnings("ignore", category=UserWarning, message=".*?Your .*? set is empty.*?")
|
|
warnings.filterwarnings("ignore", category=UserWarning, message="The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.")
|
|
warnings.filterwarnings("ignore", category=FutureWarning, message="Arguments other than a weight enum or `None`.*?")
|
|
|
|
def deoldify_api(_: gr.Blocks, app: FastAPI):
|
|
@app.post("/deoldify/image")
|
|
async def deoldify_image(
|
|
input_image: str = Body("",title="image input"),
|
|
render_factor: int = Body(35,title="render factor"),
|
|
artistic: bool = Body(False,title="artistic")
|
|
):
|
|
vis = get_image_colorizer(root_folder=Path("models/deoldify"),render_factor=render_factor, artistic=artistic)
|
|
# 把base64转换成图片 PIL.Image
|
|
img = Image.open(BytesIO(base64.b64decode(input_image)))
|
|
outImg = vis.get_transformed_image_from_image(img, render_factor=render_factor)
|
|
return {"image": api.encode_pil_to_base64(outImg).decode("utf-8")}
|
|
|
|
try:
|
|
import modules.script_callbacks as script_callbacks
|
|
|
|
script_callbacks.on_app_started(deoldify_api)
|
|
except:
|
|
pass |