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Update app.py
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app.py
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# app.py - FastAPI
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import torch
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import numpy as np
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from PIL import Image
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from safetensors.torch import load_file
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import io
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from typing import Optional
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from fastapi import FastAPI, File, UploadFile, HTTPException
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import StreamingResponse
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import uvicorn
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from birefnet import BiRefNet
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from BiRefNet_config import BiRefNetConfig
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# Global model
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device = "cpu"
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config = BiRefNetConfig()
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model = BiRefNet(config)
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@@ -44,10 +43,10 @@ def remove_bg(image: Image.Image) -> Image.Image:
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app = FastAPI(title="BiRefNet Background Remover API")
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# CORS for
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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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@@ -55,32 +54,47 @@ app.add_middleware(
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@app.get("/")
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async def root():
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return {"message": "BiRefNet Background Remover API", "
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@app.post("/remove-bg")
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async def remove_background(
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file: UploadFile = File(..., description="Image file (PNG/JPG)")
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):
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if not file.content_type.startswith("image/"):
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raise HTTPException(400, detail="File must be an image")
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try:
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#
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result = remove_bg(image)
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#
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img_byte_arr = io.BytesIO()
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result.save(img_byte_arr, format="PNG")
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img_byte_arr.seek(0)
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return StreamingResponse(
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img_byte_arr,
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media_type="image/png",
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headers={
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)
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except Exception as e:
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raise HTTPException(500, detail=f"Processing failed: {str(e)}")
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if __name__ == "__main__":
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# app.py - Fixed FastAPI for HF Spaces
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import torch
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import numpy as np
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from PIL import Image
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from safetensors.torch import load_file
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import io
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from fastapi import FastAPI, File, UploadFile, Form, HTTPException, Request
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import StreamingResponse
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import uvicorn
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from birefnet import BiRefNet
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from BiRefNet_config import BiRefNetConfig
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# Global model
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device = "cpu"
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config = BiRefNetConfig()
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model = BiRefNet(config)
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app = FastAPI(title="BiRefNet Background Remover API")
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# CORS - allow all for testing (restrict in production)
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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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@app.get("/")
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async def root():
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return {"message": "BiRefNet Background Remover API ✅", "endpoints": ["/remove-bg"]}
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# FIXED: Accept both UploadFile and raw bytes
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@app.post("/remove-bg")
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async def remove_background(request: Request, file: UploadFile = File(None)):
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try:
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# Handle different content types
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if file is None:
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# Fallback: read raw body if no file param
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body = await request.body()
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if not body:
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raise HTTPException(400, detail="No image data received")
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image = Image.open(io.BytesIO(body))
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else:
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contents = await file.read()
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if not contents:
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raise HTTPException(400, detail="Empty file")
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image = Image.open(io.BytesIO(contents))
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# Validate image
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if not image.format or image.format not in ["JPEG", "PNG", "JPG"]:
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raise HTTPException(400, detail="Invalid image format")
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# Process
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result = remove_bg(image)
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# Return PNG
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img_byte_arr = io.BytesIO()
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result.save(img_byte_arr, format="PNG")
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img_byte_arr.seek(0)
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return StreamingResponse(
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img_byte_arr,
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media_type="image/png",
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headers={
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"Content-Disposition": "inline; filename=removed-bg.png",
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"Cache-Control": "public, max-age=3600"
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}
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)
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except Exception as e:
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print(f"❌ Error: {str(e)}")
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raise HTTPException(500, detail=f"Processing failed: {str(e)}")
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if __name__ == "__main__":
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