43 lines
No EOL
1.6 KiB
Python
43 lines
No EOL
1.6 KiB
Python
import DBHelper
|
|
import Facial_Recognition_Thief_Registration
|
|
from datetime import datetime
|
|
from joblib import Parallel, delayed
|
|
import multiprocessing
|
|
|
|
|
|
def upload_thief_face():
|
|
# Determines thief ID before adding the data to the database.
|
|
# Thief ID is determined from number of user dataset in database
|
|
# Later on it starts face recognition system and uploads it into the database based on the given thief ID.
|
|
thieves = DBHelper.db.child("Thieves").get()
|
|
try:
|
|
count = 1
|
|
for thief in thieves.each():
|
|
count += 1
|
|
Facial_Recognition_Thief_Registration.register_your_face("Thief_" + str(count))
|
|
Parallel(n_jobs=multiprocessing.cpu_count())(
|
|
delayed(upload_parallel_thief_photos)(i, count) for i in range(50))
|
|
date = datetime.now().strftime("%d/%m/%Y")
|
|
time = datetime.now().strftime("%H:%M:%S")
|
|
DBHelper.upload_thief_data("Thief_" + str(count), date, time)
|
|
print("An intruder is recorded.")
|
|
except:
|
|
Facial_Recognition_Thief_Registration.register_your_face("Thief_1")
|
|
Parallel(n_jobs=multiprocessing.cpu_count())(
|
|
delayed(upload_parallel_thief_photo)(i) for i in range(50))
|
|
date = datetime.now().strftime("%d/%m/%Y")
|
|
time = datetime.now().strftime("%H:%M:%S")
|
|
DBHelper.upload_thief_data("Thief_1", date, time)
|
|
print("An intruder is recorded.")
|
|
|
|
|
|
def upload_parallel_thief_photos(i, count):
|
|
DBHelper.upload_thief_photo("Thief_" + str(count) + "/" + str(i) + ".jpg")
|
|
|
|
|
|
def upload_parallel_thief_photo(i):
|
|
DBHelper.upload_thief_photo("Thief_1/" + str(i) + ".jpg")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
upload_thief_face() |