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vjgpt / vehicle-number-plate-reading Goto Github PK

Read Vehicle Number Plate and store the data in a CSV file with date and time.

Python 100.00%

number-plate-recognition number-plates vehicle-identification-number tesseract opencv license-plate-recognition recognition

vehicle-number-plate-reading's Introduction

Vehicle-Number-Plate-Reading

This project is used to read the images of the vehicle licence number, convert that licence number to text and store the licence of it in a CSV file with date and time.

Application

This project can be used in parking area to keep track of every vehicle and make parking process easier.

Demo

Dependencies

OpenCV
Pandas
Tesseract 4

Usage

data.csv contains the date, time and vehicle licence number.
Tesseract is a library which uses OCR engine.
Tesseract contain more than hundred languages to choose, if you want to change:
- Open test.py and change theconfig variable.
- In config variable change 'eng' to your preferred language.
Use Tesseract 4 as this is the latest version which uses LSTM network.

Run the following:

python test.py

vehicle-number-plate-reading's People

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atulgoswami21 pablogonmar96 ben-haim sundar-07 greysmurf666 i-am-manish iamraqeeb achenxu djordjedot marsa1985 sanath1599 ravigupta2323 ssaahhaajj lawanfalalu bokepa bhsaisumanth harshithashyam baddot abhishekbaiju luciferrk drastraios ramanathandinesh kiruthika24 rafeyiqbalrahman mayukhsil rahul7rajdn navan0 ssitb mwangocleve leesw1347 lesuit monikapriya124 enginbozkurt sk3lk0 2391224754 vyshnavpp jayrebuilds raowaqas72 vikaspalakeeti jangandibantingg ajunlonglive fatihhan232 oyjo7 mustafa66726 vivek-veera ducanh2808 sarthakdhumal123 ujjawaltyagi123 vic-adedamola gaminghike fahadalmadi stylishkid arnavvsinghal bhumibhadoria tejasbobade

vehicle-number-plate-reading's Issues

Compile error

In python 3 give this error:

py test.py

Traceback (most recent call last):
  File "test.py", line 24, in <module>
    (new, cnts, _) = cv2.findContours(edged.copy(), cv2.RETR_LIST, cv2.CHAIN_APPROX_SIMPLE)
ValueError: not enough values to unpack (expected 3, got 2)

And in python 2,7 this error:

py -2 test.py

Traceback (most recent call last):
  File "test.py", line 24, in <module>
    (new, cnts, _) = cv2.findContours(edged.copy(), cv2.RETR_LIST, cv2.CHAIN_APPROX_SIMPLE)
ValueError: need more than 2 values to unpack

What versions of dependencies do you use?? and which one py version?

It does not work for other images

I have cloned your repository and compiled it. For the picture you added to the repository it works perfectly. But with different images it shows only a black window. Is there any criteria to select image? I have used all images in jpeg format.

Image selection

I also tried a few images and they didn't work perfectly but I notice they by cropping some images to front of the cars with the plate number facing the screen directly. It mostly works but not 100%

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