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@CYOA
Taken to DM for thanks to Ian already but thank you again here - thanks also to @freddo - will investigate though suspect Google Cloud Platform is a bit less user friendly than something like Canto.
If anyone else thinks of anything feel free to chip in. I suspect no software will be able to analyse an image accurately enough and discern between a Quarter Pounder or a Double Cheeseburger and will instead just return results for 'burger' so we're looking at a metadata based solution with manual human inputs. We want some sort of storage and retrieval solution that with a few quick toggle-able options can return a smaller pool of results (ideally with thumbnails). Again if anyone knows an out of the box solution, great, if anyone knows a solution that's part of Google's app store, even better, if someone is a developer and reckons they could build something bespoke, that's great too.