OmniLottie

OmniLottie is the first end-to-end model capable of generating Lottie animations directly from text descriptions, images, or video clips — producing structured, editable JSON output rather than raster video. Built on a 4B vision-language model and trained on MMLottie-2M, a dataset of 2 million annotated animations, it introduces a custom Lottie tokenizer that makes complex vector animation learnable by a language model. Accepted to CVPR 2026.