Near-duplicate stacks

The almost-identical frames stack together, so your eye spends itself on real choices.

How it works · Nala

Same frame, four times? One decision.

Nala detects near-duplicates — the re-takes, the safety frames, the half-step variations — and stacks them under one representative image.

Open the stack when the moment deserves it, ignore it when it does not. Nothing is hidden, nothing is deleted, nothing is decided for you: the stack is a suggestion of order, not a verdict.

Why it matters

Attention is the scarce resource.

Every duplicate your eye has to re-judge is attention stolen from the frames that deserve it.

Stacking is measured honesty: the folder keeps every file, the first pass sees only the real decisions. Method and signals are in the Algorithms Lab.