/Persian-License-Plate-Text-Recognition

persian license plate text recognition with using deep text recognition benchmark

Primary LanguageJupyter Notebook

Persian License Plate Text Recognition with using Deep Text Recognition Benchmark

Description

◻️ Use deep-text-recognition-benchmark repository to recognize persian license plate text

◻️ Use IR-LPR for dataset train and validation

How to install

pip insatll -r requirements.txt

How to run

1- Convert xml to txt

python xml2txt.py

2- Train dataset

python DTRB.ipynb

Results

Iteration Train Loss Valid Loss Best Accuracy
6000 0.00275 0.58445 81.212
31m39174 34u12574 32b73112 39r75612
m = م u = ص b = ب r= ط