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Registry Transcription

LM
Client
Laura Marino
Research

The Hampden County Registry of Deeds holds a vast collection of historical records dating back to the early 1600s. With approximately 100,000 documents spread across 600 books (each containing around 1,000 documents), these records provide invaluable insights into property ownership, land transactions, and historical boundaries. However, due to the handwritten cursive nature of the documents, inconsistent document delineation, and the lack of a comprehensive indexing system, accessing specific records remains a challenge.

Course
Fall 2025Spark! Machine Learning PracticumML
Tech Stack
PythonLLMVLMOCRStreamlitHugging FaceDownloadedprojectnbsparkgrpmass-sec-state-deeds-data1720-1780HTML