AI for local historians

If, like me, you have struggled to decipher and transcribe handwritten wills and inventories from earlier centuries, you might be interested in (and astonished by) a project launched by Exeter University and the National Archives to make the content of the documents readable by computer.

Transcribing is already under way, and as the project progresses the Handwritten Text Recognition (HTR) model the project is developing will become increasingly skilled at transcribing the crabbed hand of the early will makers.

The project team is now looking for volunteers to help with the task. There are detailed tutorials and guides to transcribing that will be useful whether you intend to volunteer or simply want help in transcribing your own documents.

I have used optical character recognition (OCR) for many years to create searchable pdfs of documents relating to the history of Preston, which I have put online on this website. These include, among many others, four key works by the late Nigel Morgan.

In the time that I have been using it, the speed and accuracy of OCR has developed rapidly. The task facing the developers of Handwritten Text Recognition may look much more daunting than OCR (see image of first page of Thomas Pedderโ€™s inventory), but AI promises faster progress in HTR than has been the case with OCR.

Of course, the use of HTR is not limited to wills: it can be used to transcribe all handwritten documents from past centuries.

I am going to experiment with HTR with some of the thousands of Preston wills that are available on the National Archives site, and will post the results here.

Do visit the Exeter University site to learn more: https://www.zooniverse.org/…/the-material…/about/

Pedder, Thomas - 1697 will
The first page of the 1679 inventory of Thomas Pedder, the ancestor of the Pedder family of Preston. It gives an idea of the challenge such documents present for HTR


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One thought on “AI for local historians

  1. Wow, this is fantastic, shame we didn’t have this 20 years ago. Can’t wait to get involved. It’s great to see the involvement of the Leverhulme Trust.

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