“Most popular labels” shortcut - LRU

[dobkeratops]

Regarding the shortcut labels shown in the “add labels” screen - these are definitely useful, especially on an iPad (great device for relaxed user Hence some ideas for tuning suggestions

Imagine replacing (or mixing) this with an LRU algorithm, I.e. keep a list of the N most recently used labels, push the labels you actually used to the front, and forget them past the first N. It’s a very simple algorithm. For a mix, you could show N/2 most popular, and N/2 most recent (excluding ones from first set)

Some kind of adaptive list would help IMO, e.g you might stick using a few broad scene/theme labels when going through unlabelled images, or you might pick a scene/theme through search, and then go through adding the detailed objects.

There were other ideas for making smarter suggestions (eg co occurrence), but those are probably more involved to implement