/simple_hwr

Primary LanguagePython

Dependencies

numpy
opencv 3
pytorch
cffi
editdistance

Warp-CTC: https://github.com/SeanNaren/warp-ctc

Running

Prepare Font Data

git clone https://github.com/cwig/prepare_font_data
cd prepare_font_data
bash run.sh
cd ..
python character_set.py prepare_font_data/training.json prepare_font_data/char_set.json

Prepare IAM Data

You will need to sign up for an IAM Database access account

git clone https://github.com/cwig/prepare_IAM_Lines
cd prepare_IAM_Lines sh download_IAM_data.sh
python extract_all_words_lines.py
cd ..
python character_set.py prepare_IAM_Lines/raw_gts/lines/txt/training.json prepare_IAM_Lines/char_set.json

Train

python train.py sample_config_iam.json

This will train indefienetely, interupt execution whenever at will.

Perform Recogition

python recognize.py sample_config_iam.json