qurator-spk
/
train-calamari-gt4histocr
mirror of https://github.com/qurator-spk/train-calamari-gt4histocr.git
1
0
Fork 0
Code Issues Releases Wiki Activity
11 Commits
1 Branch
0 Tags
56 KiB
Shell 100%
 
Go to file
Mike Gerber f5a3a4fb2e
📝 README: Update to reflect that this is mainly for documentation of the trained model
data@f817209ba7 ✨ calamari-models/train-calamari-gt4histocr: Move from my personal experiments repo
LICENSE calamari-models/train-calamari-gt4histocr: Add license (Fixes )
README.md 📝 README: Update to reflect that this is mainly for documentation of the trained model
qurator_data_lib.sh calamari-models/train-calamari-gt4histocr: Update train.sh to use qurator_data_lib.sh
requirements.txt ⬆️ Make tensorflow-gpu dependency less tight
train.sh calamari-models/train-calamari-gt4histocr: Update train.sh to use qurator_data_lib.sh
upload-prepare.sh calamari-models/train-calamari-gt4histocr: Add a script to prepare upload

README.md

Train a GT4HistOCR Calamari model

train.sh trains a Calamari model based on GT4HistOCR. Or rather 5 using cross-validation to use for confidence voting. This repository mainly serves as documentation of the providence of the model published at https://qurator-data.de/calamari-models/, not as the definitive guide to training such a model.

Trained models

For a finished model have a look here: https://qurator-data.de/calamari-models/

Training your own model

If you really want to, you can use this script to train your own. It takes about 1 week on a Nvidia RTX 2080 GPU. Please use requirements.txt in that case to setup a virtualenv.

train.sh is able to download GT4HistOCR from the web if the data submodule is not available, that is if you're not a member of the Qurator team at SBB.