Initial commit

README.md

@@ -1,11 +1,11 @@
 ---
-title: Attendance Api
+title: Attendance API
 emoji: 🌖
 colorFrom: yellow
 colorTo: yellow
 sdk: gradio
 sdk_version: 4.20.1
-app_file: app.py
+app_file: start.py
 pinned: false
 ---
 

app.py

@@ -0,0 +1,20 @@
+from fastapi import FastAPI
+from face_data import FaceData
+from fastapi.encoders import jsonable_encoder
+from fastapi.responses import JSONResponse
+from deepface import DeepFace
+
+app = FastAPI()
+
+def verify_face(face_data: FaceData):
+    result = False
+    try:
+        verify_result = DeepFace.verify(face_data.image_url, face_data.target_image)
+        result = result['verified']
+    except:
+        result = False
+    return JSONResponse(content=jsonable_encoder(result))
+
+@app.post("/")
+def process(face_data: FaceData):
+    return verify_face(face_data)

face_data.py

@@ -0,0 +1,11 @@
+from pydantic import BaseModel
+
+class FaceData(BaseModel):
+    image: str
+    target_image: str
+
+    def to_dict(self):
+        return {
+            'image': self.image,
+            'target_image': self.target_image,
+        }

requirements.txt

@@ -0,0 +1,3 @@
+fastapi
+uvicorn[standard]
+deepface

start.py

@@ -0,0 +1,3 @@
+import subprocess
+
+subprocess.run("uvicorn app:app --host 0.0.0.0 --port 7860", shell=True)