WaveRank · active-learning lab

Annotate · which scan is better?

Click a plot to pick the winner · ← left → right t tie x both unusable c sure/unsure s skip u undo

Ranking · from all comparisons

Download labels + ranking: JSON · CSV · Save model snapshot · snapshots

Flagged scans · left out of pair selection

None.

Embedding map

Dot size = comparisons so far · ring = the pair on screen

Pair queue

CLIP zero-shot search · text → plot

Upload scans or plots · .p, .csv, .nc, .png/.jpg, or a .zip of them

Quality check · embedding/preference outliers

None yet — needs 3+ comparisons per item.