Virtual
Americas
Webinars & Workshops
Verified Auto Labeling: Smarter Annotation at Scale – June 24, 2025
Jun 24, 2025
9:00 AM to 10:00 AM Pacific Time
Virtually over Zoom!
About this event
Want to take your computer vision workflows to the next level? Then this workshop is for you! Join us for 90 minutes as we demonstrate the full power of the enterprise FiftyOne platform so your teams can deploy visual AI applications faster, with visibility and control.
Host
About the Workshop
Manual annotation is one of the biggest bottlenecks in computer vision. Join us to learn how Verified Auto Labeling delivers near-human labeling performance at a fraction of the time and cost. In this webinar, you’ll get a first look at Verified Auto Labeling before it releases to the public.
You will learn how to:
- Set up auto-labeling quickly: load samples, select a model, define classes, and configure confidence thresholds
- Generate labels at scale using built-in recommendation engines and customizable workflows
- Review results with side-by-side comparisons, confidence filters, and embedding-based tools to spot poor-quality labels
- Streamline QA by auto-approving high-confidence labels and tagging edge cases for human review
- Evaluate performance with precision, recall, and F1 scores, and compare outcomes between human and auto-labeled datasets
- Identify the most valuable data to collect or relabel to improve model performance
Check out our blog post on Verified Auto Labeling with our ML research that shows how you can save up to 100,000x on annotation costs.