Virtual

Workshops

FiftyOne

Manufacturing

Visual AI in Manufacturing: How Multimodal Data Powers Adaptive Process Control

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Oct 8, 2025

9:00a - 10:30a Pacific Time

Online

About this event

Learn how multimodal visual AI drives defect detection and adaptive control in manufacturing.

Host

This fast-paced session reveals how a data-centric visual AI workflow turns disparate sensor streams into a single, actionable source of truth on the factory floor. Through live demos and real-world case studies, you’ll see how fusing images, video, thermal, and PLC data accelerates defect detection, drives adaptive process control, and boosts product yield.

What you’ll learn:

Building a multimodal dataset: ingesting images, video, and industrial sensor logs into a unified visual dataset
Curating for quality: rapid exploration, filtering, and labeling techniques that surface the edge-cases traditional QA misses
Training & evaluating models: fuse visual and non-visual features into one training and evaluation pipeline, track every experiment, and mine scenarios that contribute to model failures
Closing the loop: stream model outputs back to the line to trigger real-time corrective actions
Measuring model impact: align model performance with key metrics like scrap rate, OEE, and MTTR

Who should watch:

Manufacturing engineers, computer-vision practitioners, data scientists, and operations leaders looking to use visual AI to optimize their production lines.