Applied Intuition
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Getting real perception improvements with synthetic data

Getting real perception improvements with synthetic data

In this pre-recorded webinar, join Michael Hazard, Product Manager at Applied Intuition, as he interviews a panel of experts in machine learning (ML) and sensor simulation. We'll dive into the challenges of developing ML-based perception systems and best practices for using synthetic data to accelerate development. We'll also discuss recent evolutions in synthetic data, including neural rendering and synthetic data for ML-based planning and prediction.

Read more about Synthetic Datasets.

Intersect Talks

Intersect Talks is a webinar series where industry experts cover various topics from ADAS and AD industry trends, customer challenges and solutions, and vehicle software best practices. You can expect to learn about real-world insights, practical solutions, and more.

About Applied Intuition

Applied Intuition is a Tier 1 vehicle software supplier that accelerates the adoption of safe and intelligent machines worldwide. Founded in 2017, Applied Intuition delivers the definitive ADAS/AD toolchain and a world-class vehicle platform to help customers shorten time to market, build high-quality autonomous systems, and create next-generation consumer experiences. 18 of the top 20 global automakers trust Applied Intuition’s solutions to drive the production of modern vehicles. Applied Intuition serves the automotive, trucking, construction, mining, agriculture, and defense industries.

Speakers
Vickram Rajendran
Vickram Rajendran
Engineering @ Applied Intuition
Michael Hazard
Michael Hazard
Product Manager @ Applied Intuition
Chris Gundling
Chris Gundling
Engineering @ Applied Intuition
Frits van Paasschen
Frits van Paasschen
Engineering @ Applied Intuition
Agenda
5:00 PM, GMT
-
5:05 PM, GMT
Opening / Closing
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Introductions

Moderator and panelist introductions.

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Chris Gundling
Frits van Paasschen
Michael Hazard
Vickram Rajendran
5:05 PM, GMT
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5:09 PM, GMT
Panel Discussion
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AI Trends

Introduction to AI industry trends, how we use AI at Applied Intuition, and the importance of synthetic data in AI / ML.

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Michael Hazard
Chris Gundling
Frits van Paasschen
Vickram Rajendran
5:09 PM, GMT
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5:17 PM, GMT
Panel Discussion
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Perception and synthetic data basics

What is machine perception, challenges with training perception models, and how synthetic data solves data sparsity issues.

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Michael Hazard
Chris Gundling
Frits van Paasschen
Vickram Rajendran
5:17 PM, GMT
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5:23 PM, GMT
Panel Discussion
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Synthetic data trust and best practices

Overcoming skepticism with synthetic data with studies showcasing the value, solving engineering challenges to enable customers to scale synthetic data usage.

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Michael Hazard
Chris Gundling
Frits van Paasschen
Vickram Rajendran
5:23 PM, GMT
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5:44 PM, GMT
Panel Discussion
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Future of synthetic data

New types of synthetic data, pros / cons of neurally rendered data, combining neurally rendered and PBR data, and other types of synthetic data.

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Michael Hazard
Chris Gundling
Frits van Paasschen
Vickram Rajendran
5:41 PM, GMT
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5:51 PM, GMT
Panel Discussion
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Closing

Wrapping up with synthetic data's role in the larger Applied Intuition Development Platform and final thoughts.

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Michael Hazard
Chris Gundling
Frits van Paasschen
Vickram Rajendran
Event has finished
June 06, 5:00 PM, GMT
Online
Organized by
Applied Intuition
Applied Intuition
Event has finished
June 06, 5:00 PM, GMT
Online
Organized by
Applied Intuition
Applied Intuition