<?xml version="1.0" encoding="UTF-8"?><ns2:project xmlns:ns1="http://gtr.rcuk.ac.uk/gtr/api" xmlns:ns2="http://gtr.rcuk.ac.uk/gtr/api/project" xmlns:ns3="http://gtr.rcuk.ac.uk/gtr/api/fund" xmlns:ns4="http://gtr.rcuk.ac.uk/gtr/api/person" xmlns:ns5="http://gtr.rcuk.ac.uk/gtr/api/project/outcome" xmlns:ns6="http://gtr.rcuk.ac.uk/gtr/api/organisation" ns1:created="2026-06-22T07:57:45Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/992DA754-8045-4A87-A7FA-3606A3F1A3E4" ns1:id="992DA754-8045-4A87-A7FA-3606A3F1A3E4"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/6A254BD5-9504-4D11-8EC5-C90DF98E8E7D" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/8AA1EA9A-CAF9-43EF-978F-BBB8C9119C5B" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/8AA1EA9A-CAF9-43EF-978F-BBB8C9119C5B" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2025-01-31T00:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/327CA61E-A9ED-4CA3-9015-8FA3E5EFA2C6" ns1:rel="FUND" ns1:start="2024-03-31T23:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">10101692</ns2:identifier></ns2:identifiers><ns2:title>Transformational change in railway inspection and defect lifecycle management through the development of novel algorithms to unlock automated temporal defect analysis</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Collaborative R&amp;D</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>Experimental development of novel computer vision algorithms that will lead to a fully automated and autonomous system for inspection, managing and reporting defects temporally on Great Britain's railways.</ns2:abstractText></ns2:project>