<?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="2026-06-03T15:52:43Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/2BAC0CDA-D8E3-4373-87C1-CFDCAC9CA196" ns1:id="2BAC0CDA-D8E3-4373-87C1-CFDCAC9CA196"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/555AFD79-FBA4-4920-B1B3-978BF94BF62E" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/555AFD79-FBA4-4920-B1B3-978BF94BF62E" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/2D56804C-5CDE-4D84-BD70-6D629F1C3022" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2022-08-30T23:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/4B0C53F2-BD70-428D-B638-DB05818E1C27" ns1:rel="FUND" ns1:start="2020-08-31T23:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">511816</ns2:identifier></ns2:identifiers><ns2:title>Aston University and Richmond Design &amp;amp; Marketing Limited</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Knowledge Transfer Partnership</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>To develop and implement machine vision solution for autonomous vehicles in the Low-Speed Autonomous Transport Systems sector using deep-learning techniques to achieve full autonomous (Level 5) vehicle capability.</ns2:abstractText></ns2:project>