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created a docker file with python 3.10.9
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import os
import subprocess
from fastapi import FastAPI, UploadFile, File
from fastapi.responses import FileResponse
from fastapi.middleware.cors import CORSMiddleware
app = FastAPI()
# Set up CORS middleware
app.add_middleware(
CORSMiddleware,
allow_origins=["*"], # Allows all origins
allow_credentials=True,
allow_methods=["*"], # Allows all methods
allow_headers=["*"], # Allows all headers
)
@app.post("/experiments/remove-background/")
async def remove_background(file: UploadFile = File(...)):
input_path = f"temp/{file.filename}"
output_path = f"temp/no-bg-{file.filename}"
# Ensure the temp folder exists
os.makedirs(os.path.dirname(input_path), exist_ok=True)
# Save the uploaded file
with open(input_path, "wb") as buffer:
buffer.write(await file.read())
# Run rembg command
subprocess.run(["rembg", "i", input_path, output_path], check=True)
# Return the processed file
return FileResponse(output_path)
# import subprocess
# subprocess.run(["rembg", "i", input_path, output_path], check=True)