WorkshopOnline

Sept 2 - Document Visual AI Workshop

SEP2
21:30 · Asia / Kolkata
  • This workshop focuses on using FiftyOne and a high quality invoice images dataset for optical character recognition tasks.
  • It is intended for participants interested in document visual AI and machine learning techniques.
  • Attendees will gain hands-on experience with data-centric methods for improving OCR models.

About this event

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

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