VINU NAYAK commited on
Commit
87265e6
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1 Parent(s): c8c32ee

Update app.py

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Files changed (1) hide show
  1. app.py +16 -23
app.py CHANGED
@@ -1,30 +1,23 @@
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- from fastapi import FastAPI, File, UploadFile, HTTPException, Header
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- from fastapi.responses import StreamingResponse
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  from rembg import remove
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  from PIL import Image
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  import io
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- app = FastAPI()
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-
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- # Replace this with your secret
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- API_KEY = "your_super_secret_key"
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-
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- @app.post("/remove-bg")
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- async def remove_bg(file: UploadFile = File(...), authorization: str = Header(None)):
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- # Check API key in Authorization header
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- if authorization != f"Bearer {API_KEY}":
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- raise HTTPException(status_code=401, detail="Unauthorized")
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-
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- # Read image
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- contents = await file.read()
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- input_image = Image.open(io.BytesIO(contents))
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-
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- # Remove background
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  output_image = remove(input_image)
 
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- # Prepare image response
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- img_byte_arr = io.BytesIO()
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- output_image.save(img_byte_arr, format="PNG")
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- img_byte_arr.seek(0)
 
 
 
 
 
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- return StreamingResponse(img_byte_arr, media_type="image/png")
 
 
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+ import gradio as gr
 
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  from rembg import remove
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  from PIL import Image
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  import io
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+ def remove_background(input_image):
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+ if isinstance(input_image, str):
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+ input_image = Image.open(input_image)
 
 
 
 
 
 
 
 
 
 
 
 
 
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  output_image = remove(input_image)
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+ return output_image
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+ demo = gr.Interface(
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+ fn=remove_background,
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+ inputs=gr.Image(type="pil"),
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+ outputs=gr.Image(type="pil"),
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+ title="Background Remover",
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+ description="Upload an image to remove its background",
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+ examples=[],
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+ theme=gr.themes.Soft()
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+ )
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+ if __name__ == "__main__":
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+ demo.launch()