Upload 5 files

.gitignore

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+# created by virtualenv automatically
+# Ignore Python virtual environment
+venv/
+# Ignore the lib directory
+Lib/
+

FaceRecognition.json

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+{
+    "info": {
+        "name": "FastAPI API",
+        "schema": "https://schema.getpostman.com/json/collection/v2.1.0/collection.json"
+    },
+    "item": [
+        {
+            "name": "read_root",
+            "request": {
+                "url": "http://localhost:8000/",
+                "method": "GET"
+            }
+        },
+        {
+            "name": "verify_image",
+            "request": {
+                "url": "http://localhost:8000/verify/",
+                "method": "GET"
+            }
+        }
+    ]
+}

app.py

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+import requests
+import pyrebase
+import urllib
+from retinaface import RetinaFace
+from deepface import DeepFace
+from fastapi import FastAPI
+
+app = FastAPI()
+
+@app.get("/")
+def read_root():
+    return {"Hello": "World"}
+
+@app.get("/verify/")
+def verify_image(url1):
+    firebaseConfig = {
+      "apiKey": "AIzaSyClnRJAnrJgAgkYjuYnlvu-CJ6Cxyklebo",
+      "authDomain": "socioverse-2025.firebaseapp.com",
+      "projectId": "socioverse-2025",
+      "storageBucket": "socioverse-2025.appspot.com",
+      "messagingSenderId": "689574504641",
+      "appId": "1:689574504641:web:a22f6a2fa343e4221acc40",
+      "databaseURL": "https://console.firebase.google.com/project/socioverse-2025/storage/socioverse-2025.appspot.com/files",
+      "serviceAccount":"Firebase_Service_Account_Keys.json"
+    };
+    firebase = pyrebase.initialize_app(firebaseConfig)
+    storage = firebase.storage()
+    path = "Faces/"
+    files = storage.bucket.list_blobs(prefix=path)
+    flag = False
+    # url1 = "https://api.time.com/wp-content/uploads/2023/04/shah-rukh-khan-time100-2023-1.jpg"
+    for file in files:
+      if file.name.endswith(".jpg"):
+        # print(file.name)
+        url = storage.child(f"{file.name}").get_url(None)
+        # print(url)
+        with requests.get(url) as response:
+          result = DeepFace.verify(f"{url1}",url, model_name="Facenet", distance_metric='cosine')
+          if result['verified']:
+            flag = True
+            start_index = file.name.rfind('/')
+            end_index = file.name.rfind('$')
+            if start_index != -1 and end_index != -1:
+              name = file.name[start_index + 1:end_index]
+              return {"username": name}
+              break
+
+    if flag == False:
+      print("Not Verified")
+      return {"username": "Not Found"}
+
+
+

pyvenv.cfg

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+home = C:\Users\Jainam\AppData\Local\Microsoft\WindowsApps\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0
+implementation = CPython
+version_info = 3.10.11.final.0
+virtualenv = 20.13.0
+include-system-site-packages = false
+version = 3.10.11

requirements.txt

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+Pyrebase4==4.7.1
+requests==2.23.0
+opencv-python==4.8.1.78
+urllib3==1.25.11
+uvicorn==0.23.2
+deepface==0.0.79
+fastapi==0.104.0
+python-dateutil==2.8.2
+python-jwt==4.0.0
+pydantic==2.4.2
+pydantic_core==2.10.1