Sept 9 - Physical AI Has a Data Problem. It Isn't Collection Workshop

In this hands-on workshop, you'll use FiftyOne and the High Quality Invoice Images for OCR dataset to run the full data-centric loop end-to-end: embed invoices with a modern visual document model, cluster them by structure, run LightOnOCR as your base model, and use per-sample evaluation scores layered onto embedding space to find *where* and *why* it fails. Time, Date and Location Sep 02, 2026 9:00 AM - 11:00 AM PST Online. Register for the Zoom! What You'll Walk Away With * A working FiftyOne pipeline for any document collection you own * A repeatable curation query that combines evaluation + embedding signals * A fine-tuned LightOnOCR checkpoint that demonstrably outperforms the base model on your invoices * The mental model that data curation — not architecture or hyperparameters — is the highest-leverage thing you can do to improve a document AI system