Vehicle-Anti-Theft-Face-Rec.../start_engine.py

40 lines
No EOL
1.4 KiB
Python

import os
import DBHelper
import Facial_Recognition_Wrapper
def start():
# Downloads all the user and thief photos from database to the project folder first or updates them.
# Then it starts Facial Recognition Software.
count = 0
users = DBHelper.db.child("Users").get()
thieves = DBHelper.db.child("Thieves").get()
print("Checking and updating User photos...")
try:
for user in users.each():
count += 1
if not os.path.isdir("Facial_images/face_rec/train/User_" + str(count)):
os.makedirs("Facial_images/face_rec/train/User_" + str(count))
for i in range(20):
DBHelper.download_user_photo("User_" + str(count) + "/" + str(i) + ".jpg")
print("Success.")
except:
print("No Users are registered.")
count = 0
print("Checking and updating Thief photos...")
try:
for thief in thieves.each():
count += 1
if not os.path.isdir("Photos_of_Thieves/Thief_" + str(count)):
os.makedirs("Photos_of_Thieves/Thief_" + str(count))
for i in range(20):
DBHelper.download_thief_photo("Thief_" + str(count) + "/" + str(i) + ".jpg")
print("Success.")
except:
print("No Thieves are registered.")
Facial_Recognition_Wrapper.training_recognizer("Fisher")
Facial_Recognition_Wrapper.face_recognition_inference("Fisher")
if __name__ == "__main__":
start()