Poplar: A Scalable Pipeline for Human-Centric Image Dataset Synthesis
Poplar is presented, a reproducible Specify--Render--Inspect pipeline for human-centric image dataset synthesis and is released together with the pipeline, configurations, immutable generation prompts, and auditable inspection records as a compact resource for building customizable human-centric collections.