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import os |
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import sys |
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import time |
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import signal |
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import io |
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from PIL import Image |
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from fastapi import FastAPI, Request, status, Form, UploadFile |
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from fastapi.staticfiles import StaticFiles |
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from fastapi.middleware.cors import CORSMiddleware |
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from pydantic import BaseModel, Field |
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from fastapi.exceptions import RequestValidationError |
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from fastapi.responses import Response |
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import fn |
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import gradio as gr |
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from app import demo |
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app = FastAPI() |
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app.add_middleware( |
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CORSMiddleware, |
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allow_origins=['*'], |
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allow_credentials=True, |
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allow_methods=["*"], |
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allow_headers=["*"], |
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) |
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gr.mount_gradio_app(app, demo, path="/gradio") |
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fn.load_model() |
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@app.post("/katanuki") |
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async def katanuki_image(file: UploadFile = Form(...)): |
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file_content = await file.read() |
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file_stream = io.BytesIO(file_content) |
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dst_image = fn.animeseg(Image.open(file_stream)) |
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binary = fn.pil_to_webp(Image.fromarray(dst_image)) |
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return Response(content=binary, media_type="image/webp") |
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