Create app.py

app.py

@@ -0,0 +1,22 @@
+from fastapi import FastAPI, UploadFile, File
+from deepface import DeepFace
+import cv2
+import numpy as np
+import io
+
+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)}