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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.

read1 min views4 publishedOct 27, 2026

Hi all! I’ve been working on a small project, KDA Firestarter Dance AI, 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.

source & further reading
discuss.huggingface.co — original article Rakarrack-0.6.1 port making progress! ( AI assisted ) Cloud Storage Poll Welcome to Haiku basic(Haiku Docs, Haiku slide and Haiku sheets)
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