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7da3cb9 dfff45b 7da3cb9 dfff45b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 | from fastapi import FastAPI, UploadFile, File
from deepface import DeepFace
import cv2
import numpy as np
import io
import uvicorn
app = FastAPI()
REFERENCE_IMAGE_PATH = "reference.jpg" # Add this manually in Hugging Face Space
@app.post("/verify-face/")
async def verify_face(file: UploadFile = File(...)):
try:
contents = await file.read()
image_array = np.frombuffer(contents, np.uint8)
img = cv2.imdecode(image_array, cv2.IMREAD_COLOR)
result = DeepFace.verify(img1_path=img, img2_path=REFERENCE_IMAGE_PATH, model_name="VGG-Face")
return {"verified": result["verified"], "distance": result["distance"]}
except Exception as e:
return {"error": str(e)}
if __name__ == __main__():
uvicorn.run(app , host = "0.0.0.0" , port = 8080)
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