Melbourne's Duplicate Image Replacement Crisis: The Key Decisions Ahead

Thousands of digital records held by Melbourne's councils, libraries and arts institutions contain duplicate or low-quality images that need replacing — and the organisations responsible are now being pressed to make concrete decisions about how, and how fast, to act. The pressure is coming from multiple directions: Freedom of Information requests exposing gaps in public archives, a state government push to digitise heritage records, and a broader reckoning inside institutions that have let image libraries balloon without proper governance.

The issue has sharpened in 2026 as the Victorian Government's Digital Strategy for the Public Sector enters its implementation phase. Under that framework, agencies are expected to demonstrate that their digital asset collections are deduplicated, accessible and accurately described by the end of the 2026–27 financial year. For many organisations, that deadline is now less than 12 months away — and the groundwork has barely been laid.

Where Melbourne's Institutions Stand Right Now

The State Library of Victoria on Swanston Street is among the institutions furthest along in addressing the problem. Its ongoing digitisation program, which has been running in phases since 2019, has catalogued more than 1.5 million images. Staff there have been working with deduplication software to flag redundant files, though the process of deciding which version of a duplicate to keep — and which metadata to attach — remains largely a human judgment call that requires curatorial expertise the library has had to fight to retain in a tight funding environment.

The situation is murkier at local government level. The City of Melbourne, which maintains extensive image archives tied to planning permits, heritage assessments and public event records, has acknowledged the scale of its backlog in internal council working papers tabled earlier this year. Officers identified that a significant portion of images in the council's asset management system had been uploaded multiple times across different departments, creating conflicting version histories that complicate any future Freedom of Information disclosure.

Further north, Moreland — now operating as Merri-bek City Council since its renaming in 2022 — has flagged the duplicate image problem in the context of its heritage overlay review. Properties along Sydney Road in Brunswick and Coburg have generated repeat photographic documentation across multiple planning cycles, and staff are now tasked with reconciling those records before the heritage review concludes later this year.

The Decisions That Will Shape What Comes Next

Three choices will define how well Melbourne's institutions manage this transition. First, who decides which image survives when duplicates are identified? In archival practice, that is rarely a simple technical call. Resolution, date of capture, associated metadata and licensing status all factor in — and getting it wrong can mean permanently losing the authoritative version of a historically significant record.

Second, what software infrastructure gets adopted? Several Victorian councils have been trialling the RecordPoint platform for records governance, while arts institutions including the Arts Centre Melbourne on St Kilda Road have looked at DAM (digital asset management) systems from international vendors. Licensing costs for enterprise-grade DAM platforms typically run between $40,000 and $150,000 annually for mid-sized organisations, a figure that requires treasury sign-off and is not guaranteed in current budget cycles given the state government's fiscal pressures heading into the 2026–27 budget.

Third, and most consequentially, how much of the process gets automated versus manually reviewed? Automation can process thousands of images quickly, but errors compound at scale. An incorrectly flagged image deleted in bulk is gone unless a backup protocol exists — and several councils, according to public audit reports released by the Victorian Auditor-General's Office in recent years, have had inconsistent backup practices.

The practical path forward for most organisations will involve a phased approach: automated detection to surface potential duplicates, followed by human review of high-priority collections — heritage, planning and public art records first. Institutions that begin that triage process before September 2026 will be best placed to meet the Digital Strategy deadline. Those that wait will face a compressed and costly scramble in the final quarter of the financial year, with fewer staff available and less room for error.