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Resources

Featured Podcast

Generating Labeled Training Data for Your ML/AI Models

TWiML Talk #6 with Angie Hugeback, Principal Data Scientist at Mighty AI

Angie and show host Sam Charrington talk through the challenges faced by folks who need to label training data, and how to develop a cohesive system for performing the various labeling tasks practitioners are likely to encounter.

They discuss some of the ways that bias can creep into your training data and how to avoid it, and they explore some of the popular 3rd party options that companies consider for scaling training data production. Angie also relays her top 3 tips for practitioners tasked with generating training data for AI.

 

Webcast

How Computer Vision Teams Label Data for Autonomous Vehicles

How Computer Vision Teams Label Data for Autonomous Vehicles

Training autonomous vehicles to understand everything in a given scene is quite complex.

What does a deer in the road look like on a sunny summer day? How about on a rainy night? How do you accurately label objects that aren’t simple to define?

In this presentation, Mighty AI Chief Product Officer Matt Shobe explores the challenges and shared how computer vision teams can label data for autonomous vehicles at scale.

 

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