ANPR Python script #2
If you're folllowing on from [my previous post] (https://alijnclarke.com/2018/08/17/hikvision-anpr-get-plate-details/) you'll have your ANPR camera mounted and recording numberplates, however you've no way to integrate it into anything.
What do to?
There are a couple of ways of getting the number plate info:
Use Hikvision's C# API
use ONVIF to try and get plate info
parse the filename of FTP plate images
The fastest way (considering I'm not a c# programmer) is to go with option 3, it also means that thanks to a handy utility called incron you don't have to poll the filesystem every x seconds - the filesystem will actually alert your script of a new plate file.
- Linux server (I used a low specced local esx ubuntu 18.04 vm)
- Incron installed (apt install incron)
- FTP server setup (vsftpd
Initially I wanted to use my Synology NAS as the ftp target as that seem to make the most sense, however, the NAS runs on busybox installing addional programs (aka incron) is a little tricky.. seeing that I store a lot of important data on there I didn't want to risk bricking the os. So I created a vm in my virtualisation enviroment and installted the Requirements above (a Raspberry Pi would work equally well.. but everyone loves servers right!).
Setting up incron is very easy, simply run:
and then enter:
/home/anpr_user/plates IN_CREATE python /home/anpr_user/process.py
Make sure to replace the file paths for the correct values. The IN_CREATE operator simply tells incron to watch the specified directory for newly created files and then to run the proceeding command.
My python script is as follows:
from slackclient import SlackClient import re import os import shutil from time import gmtime, strftime import mysql.connector # slack setup slack_token = "token-here" sc = SlackClient(slack_token) # sql setup db = mysql.connector.connect( host = "host", user = "user", passwd = "password", database = "db" ) cursor = db.cursor() ######## Alert methods def storeSQL(plate, time): sql = "INSERT INTO seen_plates (plate, datetime) VALUES (%s, %s)" val = (plate, time) cursor.execute(sql, val) db.commit() def sendSlack(msg): sc.api_call( "chat.postMessage", channel="anpr-alerts", icon_emoji=":blue_car:", text=msg ) ######## Parse Plates files =  path = "/home/infra/Plates/" files = os.listdir(path) for f in files: plate = re.match("(.*?)_",f).group() # gets plate from filename plate = plate.replace("_","") current_time = strftime("%H:%M:%S %Y-%m-%d", gmtime()) #print(plate) storeSQL(plate, current_time) sendSlack("Plate detected: " + plate + " at: " + current_time) shutil.copy(path + f, "/home/infra/Plate_repo/" + f) os.remove(path + f) # Delete plate record
It simply uses regex to parse the plate from the file name and then grabs the current system time (could use the filename time, but figured system time was close enough). Currently it then feeds the info into a sql db and posts to a slack channel.
Disclaimer: The script is currently in active devlopment and the above is just a very simple way to grab the plate info. I'm going to setup a proper github repository for future improvements.