Comment by GijsjanB

I don't know about out-of-the-box ready software. Depending on how much time you have you'd either train your own model with your own ground truth or you can use an open source model. Libraries and archives sometimes make theirs available (I know the Dutch National Archives do). You can train the model and/or HTR the data with software like Transcribus or Kraken (open source).