Attention OCR

This folder contains simple tensorflow implementation of attention ocr model from paper Attention-based Extraction of Structured Information from Street View Imagery.

Requirements

You need to install the TensorFlow, OpenCV and NumPy libraries.

Show data:

./generator.py

Train model on simple data, generated by generator.py:

./train.py

Test model with visualizing attention weights on each decoding step (use pretrained model from train folder):

./predict.py

Example of predict.py output:

Dimitry Ageev - mitya52

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
train		train
.gitignore		.gitignore
README.md		README.md
attention-weights.gif		attention-weights.gif
config.py		config.py
font.ttf		font.ttf
generator.py		generator.py
model.py		model.py
predict.py		predict.py
train.py		train.py