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python-backend/index.py

33 lines
1.1 KiB

import firebase_admin
from firebase_admin import credentials
from firebase_admin import firestore
from PIL import Image
import camera
import image_tools
# Use a service account
cred = credentials.Certificate('./hackku-272b6e79b2a9.json')
firebase_admin.initialize_app(cred)
db = firestore.client()
doc_ref_lot1 = db.collection(u'Lot1')
# Take the picture
# img = Image.open(camera.capture()).load()
img = Image.open('./lib/test-images/lot-3-cars.jpg').load()
reference = Image.open('./lib/test-images/lot-empty.jpg').load()
stalls = doc_ref_lot1.get()
for stall in stalls:
#print(u'{} => {}'.format(stall.id, stall.to_dict()))
stall_obj = stall.to_dict()
color_reference = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['sideN'], reference)
color_compare = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['sideN'], img)
stall_occupied = image_tools.threshold(image_tools.differences(color_reference, color_compare))
stall_obj['open'] = not stall_occupied
db.collection(u'Lot1').document(stall.id).set( stall_obj )