How Melbourne's Archives Ended Up Full of the Wrong Images — and What's Being Done to Fix It

Victoria's publicly funded image collections — spanning state government departments, local councils, and cultural institutions — contain tens of thousands of duplicate or incorrectly assigned photographs, a problem that archivists and digital records specialists say has been building since at least the mid-2010s. The push to finally address it has accelerated this year, driven by a broader overhaul of digital asset management across the Victorian public sector.

The issue matters now because the State Government's Digital Records Strategy, which entered its second implementation phase in January 2026, has made image-library integrity a compliance requirement for agencies receiving funding under the $47 million Digital Transformation Program administered by the Department of Government Services. Institutions that cannot demonstrate clean, deduplicated asset libraries by December 2026 face restrictions on future grant rounds.

The Long Road to a Cluttered Archive

The roots of the problem go back to a wave of digitisation projects that ran between 2012 and 2019. Libraries, councils, and arts bodies across Melbourne — from the State Library Victoria on Swanston Street to the City of Yarra's heritage collection based in Richmond — each scanned physical collections using different software, different metadata standards, and different file-naming conventions. Nobody was coordinating across agencies. A photograph of the Flinders Street Station forecourt taken in 1987, for instance, could exist in three separate databases under three different titles, attributed to three different photographers, none of them verified.

The Public Record Office Victoria flagged the scale of the problem in its 2022-23 annual report, noting that inconsistent digitisation had created what it called a significant metadata remediation burden across the sector. No single agency had a complete picture of how many duplicate image files existed statewide. Estimates from sector insiders put the figure in the hundreds of thousands, though no authoritative audit has been published.

Funding was always the chokepoint. The Victorian Government's Creative State 2025 strategy allocated money for digitisation but not systematically for quality control or deduplication. Smaller institutions — community archives in Footscray, migrant heritage collections in Dandenong, local history rooms attached to suburban libraries — were largely left to manage the fallout on their own budgets.

What Remediation Actually Looks Like

The Victorian Collections platform, run by Museums Victoria and used by more than 400 collecting organisations across the state, became an inadvertent clearinghouse for the problem. When smaller bodies uploaded their digitised holdings to the platform — which is free to use and accessible at victoriancollections.net.au — duplicate images from separate institutions began surfacing in public search results. A single archival image sometimes appeared four or five times under different collection names.

Museums Victoria began working on a deduplication protocol for the platform in late 2024. The process involves a combination of automated perceptual hashing — software that detects visually identical or near-identical images regardless of file name — and manual review by collections staff. The Koorie Heritage Trust on King Street in the CBD was among the first institutions to pilot the new workflow, given the particular sensitivity around correctly attributing and controlling access to First Nations imagery.

The City of Melbourne's own digital asset library, which covers council infrastructure, events photography, and heritage streetscapes dating to the 1950s, underwent a partial audit in the second half of 2025. Council staff identified more than 8,000 duplicate image entries across its internal content management system, according to procurement documents published on the Victorian Government's Tenders and Contracts website in March 2026.

For institutions still grappling with the backlog, the practical path forward involves three steps: adopting a consistent metadata schema aligned with the Dublin Core standard used by the State Library; running a perceptual hash audit using tools such as the open-source digiKam software; and nominating a single authoritative version of each image before archiving or deleting duplicates. The December 2026 deadline is firm, but the Department of Government Services has indicated that institutions demonstrating active remediation plans will be assessed on progress, not just completion.