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