A Python utility to digitize plots.

QGIS plugin to digitize lines and polygons from raster maps using AI

An end-to-end solution to digitize piping and instrument diagrams using Azure Services including Azure Machine Learning and AKS.

PyraDox is a python tool which helps in document digitization by extracting text information and masking of personal information with the help of Tesseract-ocr.

ImageQA is a tool for analyzing digital image quality according to specific attributes such as color, tone transfer, noise or resolution. It is a software solution designed to help make decisions about device calibration in the digitization of cultural heritage.

Streamlit based web frontend for PyraDox

RoughProfiler is a tool for creating ICC or DCP color profiles for input devices such as cameras or scanners. It is intended for use by cultural heritage digitization professionals or color accuracy enthusiasts. It is also a very useful tool for teaching digitization and color management.

Use Google Cloud Vision to process handwriting in herbarium specimen labels, and prepare images for further downstream uses in community science, CNNs, etc..

BAroQUe: Bentley Audiovisual Quality control Utility

Merges (zips) right and left captured pages of books

Utility for batch scanning diapositives on a flatbed scanner in Linux

Deployment of NomNaOCR: https://youtu.be/o5xpfwalEWw

Scripts that support Mass Digitization projects by the Digitization Program Office, OCIO

Digitizing categorical data.

Dataset of the University of Basel's research seminar "Indexing and Digital Processing of a Historical Image Collection on the Appropriation of Buddhism in the West"

This project is intended to provide a software for creating sampleIDs, which can be printed as QR code, saved as a PNG or uploaded into the electronic laboratory notebook "elabFTW".

Working with the Invisible Institute the Citizens Police Data Project, Chicago’s first open source, free and publicly accessible database of digitized police disciplinary records we created a draft mockup app of Judge Observations.

This Odoo module streamlines data extraction from supplier invoices and expenses and automates contact info pre-filling, utilizing NTBIES services for enhanced operational efficiency.

Script to check images from digitization projects and store in the Osprey database. Digitization Program Office, OCIO, Smithsonian.

This code was part of a research project. It simulates economic dynamics in the food delivery industry, which is a two-sided digital platform industry subject to strong network effects and therefore non-linear complex dynamics. Check out presentation slides for detailed info about the scientific background.