Spaces:
Paused
Paused
VINU NAYAK commited on
Upload main.py
Browse files
main.py
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from fastapi import FastAPI, File, UploadFile, HTTPException
|
| 2 |
+
from fastapi.responses import StreamingResponse
|
| 3 |
+
from fastapi.middleware.cors import CORSMiddleware
|
| 4 |
+
import io
|
| 5 |
+
from PIL import Image
|
| 6 |
+
from rembg import remove
|
| 7 |
+
|
| 8 |
+
app = FastAPI(title="Background Removal API")
|
| 9 |
+
|
| 10 |
+
# Add CORS middleware to allow requests from any origin
|
| 11 |
+
app.add_middleware(
|
| 12 |
+
CORSMiddleware,
|
| 13 |
+
allow_origins=["*"],
|
| 14 |
+
allow_credentials=True,
|
| 15 |
+
allow_methods=["*"],
|
| 16 |
+
allow_headers=["*"],
|
| 17 |
+
)
|
| 18 |
+
|
| 19 |
+
@app.get("/")
|
| 20 |
+
def read_root():
|
| 21 |
+
return {"message": "Background Removal API is running. Use POST /remove-bg to remove background from an image."}
|
| 22 |
+
|
| 23 |
+
@app.post("/remove-bg")
|
| 24 |
+
async def remove_background(file: UploadFile = File(...)):
|
| 25 |
+
# Check if the file is an image
|
| 26 |
+
if not file.content_type.startswith("image/"):
|
| 27 |
+
raise HTTPException(status_code=400, detail="File must be an image")
|
| 28 |
+
|
| 29 |
+
try:
|
| 30 |
+
# Read the image
|
| 31 |
+
contents = await file.read()
|
| 32 |
+
input_image = Image.open(io.BytesIO(contents))
|
| 33 |
+
|
| 34 |
+
# Remove the background
|
| 35 |
+
output_image = remove(input_image)
|
| 36 |
+
|
| 37 |
+
# Convert to bytes
|
| 38 |
+
img_byte_arr = io.BytesIO()
|
| 39 |
+
output_image.save(img_byte_arr, format="PNG")
|
| 40 |
+
img_byte_arr.seek(0)
|
| 41 |
+
|
| 42 |
+
# Return the processed image
|
| 43 |
+
return StreamingResponse(
|
| 44 |
+
content=img_byte_arr,
|
| 45 |
+
media_type="image/png"
|
| 46 |
+
)
|
| 47 |
+
|
| 48 |
+
except Exception as e:
|
| 49 |
+
raise HTTPException(status_code=500, detail=f"Error processing image: {str(e)}")
|
| 50 |
+
|
| 51 |
+
if __name__ == "__main__":
|
| 52 |
+
import uvicorn
|
| 53 |
+
uvicorn.run(app, host="0.0.0.0", port=7860)
|