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README.md

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 Train a GT4HistOCR Calamari model
 =================================
 
-`train.sh` trains a Calamari model based on GT4HistOCR. Or rather 5 using
+`train.sh` trains a Calamari 1 model based on GT4HistOCR. Or rather 5 using
-cross-validation to use for confidence voting.
+cross-validation to use for confidence voting. This repository mainly
-
+serves as documentation of the provenance of the model published at
-Requires Calamari 0.3.5.
+https://qurator-data.de/calamari-models/, not as the definitive guide to
-
+training such a model.
-`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.
 
 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](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.