visual_recognition

1、hardware：

• Windows10or11（no GPU needed）or MacOS
• normal RBG USB camera

2、software：

• Python：3.7
• opencv: pip install opencv-python
• Dlib: pip install dlib

3、How ro use：

use python demo_full.py --{variable}={value}

  -h, --help            show this help message and exit
  --mode MODE           mode：reg,recog -> input face information、face recognition
  --id ID               face ID，int, not repeated
  --name NAME           English people name
  --interval INTERVAL   register face intyerval per second
  --count COUNT         register how many picture of your
  --w W                 windows width，default 1/2 of computer windows 
  --h H                 height width，default 1/2 of computer windows
  --detector DETECTOR   choice detector，option: haar、hog、cnn
  --threshold THRESHOLD from 1- 0, more low value means more recognition points so that more clear
                        
  --record RECORD       detect whether video is recorded 

2.1、Download models and fonts

• 1. Download links
• 2. unzip two folders(weights, fonts)
• 3. put two folders in same director with demo_full.py

2.2、Face register：input face features./data/feature.csv

How：

python demo_full.py --mode=reg --id={face_ID，int} --name={your_name} --interval={int, per second} --count={int, how many picture} --w={int} --h={int}

like：

python demo_full.py --mode=reg --id=1 --name='yourname' --interval=5 --count=10

2.3、Face recognition：input Attendance in ./data/attendance.csv

How to use：

python demo_full.py --mode=recog --detector={choice detector，option: haar、hog、cnn} --threshold={number from 0-1 } --record={bool}

like：

python demo_full.py --mode=recog --detector=haar --threshold=0.2 --record=True