tensorflow-ocr

🖺 OCR using tensorflow with attention, batteries included

Installation

git clone --recursive http://github.com/pannous/tensorflow-ocr
# sudo apt install python3-pip
cd tensorflow-ocr
pip install -r requirements.txt

Evaluation

You can detect the text under your mouse pointer with mouse_prediction.py

it takes 10 seconds to load the network and startup, then it should return multiple results per second .

text_recognizer.py

To combine our approach with real world images we forked the EAST boundary boxing.

Customized training

To get started with a minimal example similar to the famous MNIST try ./train_letters.py ; It automatically generates letters for all different font types from your computer in all different shapes and trains on it.

For the full model used in the demo start ./train.py