Turning one photo into a K-pop style dance clip - notes from building KDA Firestarter Dance AI

A developer built KDA Firestarter Dance AI, a project that takes a single portrait photo and generates a short dance video in the style of KDA's "Firestarter" choreography. The developer shared notes from building the tool and asked for feedback from people working on motion transfer or character animation, particularly on keeping faces consistent across frames.

Hi all I’ve been working on a small project, KDA Firestarter Dance AI https://kdafirestarterdanceai.com/ , that takes a single portrait photo and generates a short dance video in the style of KDA’s “Firestarter” choreography. A few things I learned along the way: Would love feedback from anyone working on motion transfer or character animation - especially on keeping faces consistent across frames.