TPIPS interactive demo
Embedding-based perceptual similarity for image pairs and short videos. Pick or type any aspect to score against. More details on our project page.
Upload a reference and add any number of candidates. Each candidate shows a green→red similarity bar per aspect; bars update automatically as you add candidates or aspects.
Comparison aspects
Upload a clip (first 10s analyzed), pick a reference frame, then play the candidate — the curve shows how similar every frame is to the reference along each aspect, and the bars update live as it plays.
Video aspects
Reference frame
Upload a video and score an aspect to begin.
Ref
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Candidate frame
The candidate frame plays here.
Frame
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Cosine similarity over video time
Scored aspects
Bars track the candidate frame — drag the frame slider or hit play. Moving the reference re-reads cached scores (no model rerun).
Score an aspect to see per-aspect curves.