Digital Peter: Recognition of Peter the Great’s manuscripts

Digital Peter is an educational task with a historical slant created on the basis of several AI technologies (Computer Vision, NLP, and knowledge graphs). The task was prepared jointly with the Saint Petersburg Institute of History (N.P.Lihachov mansion) of Russian Academy of Sciences, Federal Archival Agency of Russia and Russian State Archive of Ancient Acts.

Install requirements

poetry install
poetry shell
exit

TF

create_dataset configs/htr_base.jsonnet --data-dir ./data
CUDA_VISIBLE_DEVICES="5" tf_train configs/finetune.jsonnet ./data

Aling letters

/home/DeslantImg/DeslantImg input.jpg output.jpg

Torch

wandb login $YOUR_API_KEY

CUDA_VISIBLE_DEVICES="0" train configs/lc_base.jsonnet

Predict

bash bin/create_submit.sh