| 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 |
| |
| for file in files: |
| if file.name.endswith(".jpg"): |
| |
| url = storage.child(f"{file.name}").get_url(None) |
| |
| 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"} |
|
|
|
|
|
|
|
|
