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Update app.py
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app.py
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@@ -1,7 +1,52 @@
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from fastapi import FastAPI
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app = FastAPI()
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@app.get("/")
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def greet_json():
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return {"Initializing GlamApp Enhancer"}
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from fastapi import FastAPI, File, UploadFile, HTTPException
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from fastapi.responses import StreamingResponse
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from media_enhancer.image_enhancer import EnhancementMethod, Enhancer
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from pydantic import BaseModel
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from PIL import Image
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from io import BytesIO
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import base64
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import numpy as np
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class EnhancementRequest(BaseModel):
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method: EnhancementMethod = EnhancementMethod.gfpgan
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background_enhancement: bool = True
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upscale: int = 2
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class _EnhanceBase(BaseModel):
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encoded_base_img: List[str]
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app = FastAPI()
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@app.get("/")
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def greet_json():
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return {"Initializing GlamApp Enhancer"}
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@app.post("/enhance")
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async def enhance_image(
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file: UploadFile = File(...),
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request: EnhancementRequest = EnhancementRequest()
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):
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try:
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if not file.content_type.startswith('image/'):
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raise HTTPException(status_code=400, detail="Invalid file type")
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contents = await file.read()
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base64_encoded_image = base64.b64encode(contents).decode('utf-8')
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data = _EnhanceBase(encoded_base_img=[base64_encoded_image])
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enhancer = Enhancer(request.method, request.background_enhancement, request.upscale)
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enhanced_img, original_resolution, enhanced_resolution = await enhancer.enhance(data)
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enhanced_image = Image.fromarray(enhanced_img)
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img_byte_arr = BytesIO()
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enhanced_image.save(img_byte_arr, format='PNG')
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img_byte_arr.seek(0)
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# Stream the enhanced image back to the client
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return StreamingResponse(img_byte_arr, media_type="image/png")
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except Exception as e:
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raise HTTPException(status_code=500, detail=str(e))
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