import requests
import base64
import json

parcels_files_url = 'https://hf.space/embed/jphwang/architectural_styles/+/api/predict'
fname = "images/dean-village.jpg"
encoded = base64.b64encode(open(fname, "rb").read())
data = json.dumps(f'data:image/{fname[-3:]};base64,' + encoded.decode())
r = requests.post(
    url=parcels_files_url,
    json={"data": [data]
})
resp = r.json()
print(resp)