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CO-LOCATED EVENTS

Speaker

Tom Dahlström

Sales - Account Executive, Kognic

Working in the field of ADAS and Autonomous Driving since 2019; part of Kognic's mission to make safe perception possible and quantifiable since 2022. I enjoy reading and posting about anything CASE-related.

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Session

Scrap that RfQ – Why your data sourcing strategy is killing your ML development

Solution Study

Monday, June 30

10:00 am - 10:30 am

Live in San Francisco

Less Details

In autonomous vehicle development, data isn’t a static asset but a constantly evolving resource. This presentation challenges the notion that more data equals better models, arguing that iteration and refinement are more critical than sheer volume. We’ll explore why datasets for machine learning must adapt over time, and how to source the right data when future needs are unpredictable.

In this session, you will discover why:

  • Datasets are evolving assets, requiring continuous refinement
  • Smaller, high-quality data can outperform large, unfocused datasets
  • Strategies for sourcing relevant data are in an uncertain landscape
Presentation

Company

Kognic

https://www.kognic.com
Kognic's software tools enable ADAS/AV teams to quantify the performance of safety-critical automotive (ML-based) perception systems.
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Colocated with
Safety.AD USA 2025 is part of the Smart Mobility Hub Event Series. You can find more events here.
Date
June 30 – July 01, 2025
Location
Hyatt Regency San Francisco Downtown Soma
50 3rd Street
94103 San Francisco
Phone
+1(518)3102904
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