app.py

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, face_data.target_image)
        result = verify_result['verified']
        print(verify_result)
    except:
        result = False
    
    result = {"result": result}
    return JSONResponse(content=jsonable_encoder(result))

@app.post("/")
def process(face_data: FaceData):
    return verify_face(face_data)