/EasyPR-python

https://github.com/SunskyF/EasyPR-python

Primary LanguagePythonApache License 2.0Apache-2.0

EasyPR-python

EasyPR-python by fh

slow, some mistake

Requirements

  • python 3.5
  • opencv 3.1
  • tensorflow 1.0

Introduction

Use easypr-1.4's way to do locate and segment.

Use Lenet to do chars identify.

Use a cnn network to judge whether a car.

Compare

easypr-1.4

performance

easy-python

cnn_performance cnn_performance

TODO

...

Done

  • plate locate ( need test )
  • plate judge
  • plate judge (cnn 98.79%)
  • plate segment
  • char identify ( cnn 99.63%)

How to train identify

unzip resources/train_data/chars.7z

python demo.py

(There is already a trained checkpoint in train/model/chars/models)

How to train judge

similar with identify

Demo

python demo.py