kicap/multiple_face_recognition
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complete absensi page with absensi json, and created a new page so boss can see attendance

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Naufalakram
2023-11-08 04:10:15 +08:00
parent 170b46e718
commit 13cbb8ce02
6 changed files with 389 additions and 7 deletions
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124
main.py
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@ -5,6 +5,16 @@ import numpy as np
import math
import sys
import time
import json
from datetime import datetime
absensi_file = "absensi.json"
today_date = time.strftime("%d/%m/%Y")
# open the dataset file
with open(absensi_file, 'r') as f:
data = json.load(f)
def face_confidence(face_distance, face_match_threshold=0.6):
range = (1.0 - face_match_threshold)
@ -49,7 +59,7 @@ class FaceRecognition:
sys.exit('Video capture is not opened')
no_face_timer = 0
no_face_threshold = 2 # Adjust this to your desired timeout in seconds
no_face_threshold = 5 # Adjust this to your desired timeout in seconds
while True:
ret, frame = video_capture.read()
@ -86,6 +96,118 @@ class FaceRecognition:
if float(confidence.split("%")[0]) > 55:
name = self.known_face_names[best_match_index]
confidence = face_confidence(face_distances[best_match_index])
time_now = time.strftime("%H:%M:%S")
current_time = datetime.strptime(time.strftime("%H:%M:%S"), "%H:%M:%S")
print('this is the time now: ', time_now)
print('this is the current time: ', current_time)
compare_time = datetime.strptime("12:00:00", "%H:%M:%S")
print('this is the compare time: ', compare_time)
# check the last data to see if today's date is already there
if len(data) > 0:
last_data = data[-1]
else:
last_data = None
if last_data:
if last_data["date"] == today_date:
# loop through the "absensi" key to see if the name is already there
data_absensi = last_data["absensi"]
name_found = False
for absensi in data_absensi:
if absensi["name"] == name:
name_found = True
break
if not name_found:
# add new data
# if time_now > "12:00:00": then add the "jam_keluar" key
if current_time > compare_time:
data_absensi.append({
"name": name,
"jam_masuk": time_now,
"jam_keluar": time_now,
})
else:
data_absensi.append({
"name": name,
"jam_masuk": time_now,
})
# else update the data and change the "jam_keluar" key
else:
for absensi in data_absensi:
if absensi["name"] == name:
if current_time > compare_time:
absensi["jam_keluar"] = time_now
# else do nothing
else:
pass
break
else:
# create new data
if current_time > compare_time:
data.append({
"date": today_date,
"absensi": [
{
"name": name,
"jam_masuk": time_now,
"jam_keluar": time_now,
}
]
})
else:
data.append({
"date": today_date,
"absensi": [
{
"name": name,
"jam_masuk": time_now,
}
]
})
else:
# create new data
if current_time > compare_time:
data.append({
"date": today_date,
"absensi": [
{
"name": name,
"jam_masuk": time_now,
"jam_keluar": time_now,
}
]
})
else:
data.append({
"date": today_date,
"absensi": [
{
"name": name,
"jam_masuk": time_now,
}
]
})
# write the data to the file
with open(absensi_file, 'w') as f:
json.dump(data, f, indent=4)
else:
name = "Unknown"
confidence = 'Unknown'