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Update app.py
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app.py
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import io
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import
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from rembg import remove
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from PIL import Image
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# -----------------
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# Remove background
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output_bytes = remove(
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img_bytes,
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@@ -16,77 +21,43 @@ def process_image_bytes(img_bytes: bytes):
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alpha_matting_erode_size=10
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)
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# Upload to ar-
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files = {"file": ("output.png", output_bytes, "image/png")}
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r = requests.post("https://ar-hosting.pages.dev/upload", files=files)
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r.raise_for_status()
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data = r.json()
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if "url" in data:
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return
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#
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#
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def
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try:
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output_bytes, hosted_url = process_image_bytes(img_bytes)
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return (
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Image.open(io.BytesIO(output_bytes)).convert("RGBA"),
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json.dumps({"success": True, "url": hosted_url}, indent=2)
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)
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except Exception as e:
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return
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# -----------------
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#
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# -----------------
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try:
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resp = requests.get(url, timeout=
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resp.raise_for_status()
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_, hosted_url = process_image_bytes(img_bytes)
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return {"success": True, "url": hosted_url}
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except Exception as e:
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return {"error": str(e)}
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# -----------------
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# Gradio UI
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# -----------------
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examples = [
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["https://upload.wikimedia.org/wikipedia/commons/1/15/Cat_August_2010-4.jpg"],
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["https://upload.wikimedia.org/wikipedia/commons/4/4d/Cat_November_2010-1a.jpg"]
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]
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with gr.Blocks(title="AI ClearCut - Background Remover") as demo:
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gr.Markdown("# <center>AI ClearCut</center>\n### <center>Background Removal + JSON API Output</center>")
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(label="Upload Image", type="pil")
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submit_btn = gr.Button("Remove Background", variant="primary")
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gr.Examples(examples=examples, inputs=[input_image], label="Examples")
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with gr.Column():
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output_image = gr.Image(label="Result Image", type="pil")
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output_json = gr.Textbox(label="JSON Output", lines=6, interactive=False)
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# UI button → normal background removal
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submit_btn.click(fn=remove_and_upload, inputs=[input_image], outputs=[output_image, output_json])
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# API endpoint for ?url=
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demo.load(fn=lambda url: api_json(url), inputs=[gr.Textbox(label="Image URL")], outputs="json", api_name="json")
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#
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import io
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import requests
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from fastapi import FastAPI, UploadFile, File, Query
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from fastapi.responses import JSONResponse
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from rembg import remove
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from PIL import Image
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import uvicorn
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app = FastAPI(title="AI ClearCut - Background Remover")
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# --------------------------
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# Helper: process image bytes
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# --------------------------
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def process_image(img_bytes: bytes):
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# Remove background
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output_bytes = remove(
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img_bytes,
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alpha_matting_erode_size=10
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)
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# Upload to ar-hosting
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files = {"file": ("output.png", output_bytes, "image/png")}
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r = requests.post("https://ar-hosting.pages.dev/upload", files=files)
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r.raise_for_status()
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data = r.json()
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if "url" in data:
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return {"success": True, "url": data["url"]}
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return {"error": "Upload failed"}
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# --------------------------
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# Endpoint 1: Upload file
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# --------------------------
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@app.post("/upload")
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async def upload_file(file: UploadFile = File(...)):
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try:
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img_bytes = await file.read()
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result = process_image(img_bytes)
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return JSONResponse(content=result)
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except Exception as e:
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return JSONResponse(content={"error": str(e)})
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# --------------------------
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# Endpoint 2: From image URL
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# --------------------------
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@app.get("/json")
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async def from_url(url: str = Query(..., description="Image URL")):
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try:
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resp = requests.get(url, timeout=15)
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resp.raise_for_status()
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result = process_image(resp.content)
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return JSONResponse(content=result)
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except Exception as e:
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return JSONResponse(content={"error": str(e)})
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# --------------------------
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# HF Entry point
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# --------------------------
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if __name__ == "__main__":
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uvicorn.run(app, host="0.0.0.0", port=7860)
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