I
Inkference
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EH
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manuscript scan
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Transcription
Machine reading
–%
avg. confidence
Reading confidence high
low
Answers are drawn from the transcribed pages of this document
What happened at Plymouth? Describe the weather and the ship Summarise this voyage
Inkference can make mistakes. Verify answers against the cited pages.
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processing page
Batch ingestion
Live CPU pipeline
Fine-tuned TrOCR
Segmentation → Recognition → Confidence → Correction
1 Segmentation
2 Recognition
3 Confidence
4 Correction
Low-confidence lines are flagged for review.