#egocentric-video

1 articles

01 ·Time Series·★ MEMBER·PAPER·11 min read Paper Explained: Holi-World — Turning First-Person Recordings into a Ledger of the Room, Then Teaching a VLM to Reason over It Holi-World (arXiv:2610.26549) automatically turns first-person recordings into a record of room geometry, furniture, and the trajectories of objects people pick up, then converts that record into about 80K spatial and temporal QA pairs to train a 4B vision-language model. A from-scratch walkthrough of the pipeline, the numbers, and the limits.