/car-plate-recognition

Primary LanguagePython

распознавание автомобильных номеров

CNN(YOLOv3) -> CNN(VGG)

YOLOv3 https://cloud.mail.ru/public/eUEX/4cLSzTCbz 2 класса
VGG https://cloud.mail.ru/public/3ydY/4HEztvc2k OCR до 9 символов
https://cloud.mail.ru/public/Khq8/8QpoP9BiB
python2/python3 serv.py

Генерация изображения из вырезанных цифр

sort_create.py

systemctl daemon:
#sudo nano /etc/systemd/system/bot.service

[Unit]
Description=ANPR

[Service]
Environment=LD_LIBRARY_PATH=/usr/local/cuda/lib64
Environment=/root/deepexperiment/car-plate-recognition
WorkingDirectory=/root/deepexperiment/car-plate-recognition
ExecStart=/usr/bin/python3 /root/deepexperiment/car-plate-recognition/serv.py
User=root
Restart=always
RestartSec=100
Type=simple

[Install]
WantedBy=multi-user.target

#sudo systemctl daemon-reload
#sudo systemctl enable bot.service
#sudo systemctl daemon-reload
#sudo systemctl start bot.service
#sudo systemctl status bot.service
#sudo systemctl stop bot.service

#sudo systemctl disable bot.service
#sudo systemctl restart bot.service

Создание ssl ключа для работы с telegram

1 openssl req -newkey rsa:2048 -sha256 -nodes -x509 -days 365 -keyout cert.key -out cert.crt -subj "/C=UA/ST=Donetsk/L=Donetsk/O=Vic/CN=IP адрес"
2 openssl x509 -in cert.crt -out cert.pem -outform PEM
3 sudo cp cert.crt /etc/ssl/certs/cert.crt
4 sudo cp cert.key /etc/ssl/private/cert.key
5 python3 _bot.py
Иллюстрация к проекту