CRNN
original paper arxiv. The CRNN model can be seen as following:
File | Description |
---|---|
Model .py | Network using CNN (VGG) + Bidirectional LSTM |
Model_GRU. py | Network using CNN (VGG) + Bidirectional GRU |
Image_Generator. py | Image batch generator for training |
parameter. py | Parameters used in CRNN |
training. py | CRNN training |
Prediction. py | CRNN prediction |
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First download the korean license plate data from here
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Put the images in
DB/train
like following:DB/ train/ 99ak0449.jpg 99wj0971.jpg ...
The filename(99wj0971) is the label. The image can be seen by:
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Refer to
parameters.py
and begin training bypython training.py
.