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from fastapi import FastAPI, UploadFile, File,BackgroundTasks | |
from rembg import remove | |
from fastapi.responses import FileResponse | |
import os | |
from starlette.middleware.cors import CORSMiddleware | |
# from fastapi.staticfiles import StaticFiles | |
app = FastAPI() | |
origins = [ | |
"http://localhost:3000", | |
] | |
app.add_middleware( | |
CORSMiddleware, | |
allow_origins=origins, | |
allow_credentials=True, | |
allow_methods=["*"], | |
allow_headers=["*"], | |
) | |
# Directory to store processed images | |
output_dir = "output" | |
os.makedirs(output_dir, exist_ok=True) | |
# app.mount("/processed_images", StaticFiles(directory=output_dir), name="processed_images") | |
async def remove_background(file: UploadFile): | |
# Ensure the uploaded file is an image (you can add more validation) | |
if not file.content_type.startswith("image/"): | |
return {"error": "Invalid file format"} | |
# Read the uploaded image file | |
image_bytes = await file.read() | |
# Process the image to remove the background using Rembg | |
output_image_bytes = remove(image_bytes) | |
# Save the processed image to a file | |
output_filename = f"{output_dir}/{file.filename}" | |
# output_filename = f"processed_images/{file.filename.split('/')[-1]}" | |
with open(output_filename, "wb") as output_file: | |
output_file.write(output_image_bytes) | |
return {"result": "Background removed successfully", "output_filename": output_filename} | |
async def download_processed_image(filename: str): | |
file_path = os.path.join(output_dir, filename) | |
# file_path = f"/output/{filename}" | |
if not os.path.exists(file_path): | |
return {"error": "File not found"} | |
return FileResponse(file_path) | |
def deleteAll(): | |
os.rmdir("output") | |