Turning video into knowledge
The AI Labs team used two open-source AI models to support the project.
Open-source (or open-weight) models are publicly available models that offer lower costs and greater customisation than closed, subscription-based AI models. “The first model was a speech to text model to transcribe the audio component and second to view the video frames and provide text descriptions of those,” AI Labs Data Scientist Lachy Berry said.
Using open-source models for the project was not only cost effective, but provided technologists with more hands-on experience with developing a customising AI-enabled solutions.
The digitised footage with text descriptions were then shared with the Archives team to check before being uploaded to a shared platform which can be searched by anyone in the CommBank Group.
Amplifying expertise
While AI accelerated the work, the Archives team remained at the centre of the project.
“We have a huge amount of experience within the team and we have found that the best outcomes come from pairing AI with that expertise,” Jeff said.
“The project is a great example of how technology and teams are working together to deliver value in a practical way by removing manual barriers, bringing together expertise from across the bank, and focusing on shared goal,” he said.