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Autonomous Transportation

New Ebook: How to Get Quality Ground Truth Labels for All Autonomous Driving Applications – Without Busting the Bank

January 31, 2023January 30, 2023 by Varsha

In this ebook, Sama provides a practical guide to getting optimal quality ground truth labels for your autonomous driving project!

Categories Autonomous Transportation, Blog Tags pro-related

Defining, Measuring, and Guaranteeing Quality for Autonomous Driving

July 10, 2022June 28, 2022 by Varsha
ensuring-data-quality-autonomous-vehicles

Good annotation and testing practices are the foundations of building a great model. However, understanding what constitutes quality data is a tricky question.

Categories Autonomous Transportation, Blog

Building a Robust Automotive LiDAR Annotation Quality Rubric

June 26, 2022March 2, 2022 by Renata Walker

The purpose of a LiDAR annotation quality rubric is simple: it ensures that two people will score the same object in identical ways.

Categories Autonomous Transportation Tags 3d-related

Challenges & Solutions for 3D LiDAR Annotation & 3D Data Sets

June 26, 2022May 5, 2021 by Rebecca Schwan

In this webinar, discover the challenges & solutions to 3D LiDAR annotation & 3D data sets for solving autonomous driving or driver assistance.

Categories Autonomous Transportation Tags transportation-related, video

The Traffic Light Problem for Autonomous Vehicles

June 26, 2022April 23, 2020 by Sama Team
traffic light

The traffic light problem for autonomous vehicles is critical for all vehicle safety, and unlike human-drivers, AVs rely solely on computer vision systems to navigate the world around us.

Categories Autonomous Transportation Tags 3d-related

Moving Toward Level 4 Autonomous Driving

July 10, 2022June 6, 2019 by Sama Team

Kirk Boydston, Training Data Specialist at Sama shares five considerations to move your machine learning model toward level 4 autonomous driving.

Categories Autonomous Transportation

Takeaways from AutoAI Conference 2018

July 10, 2022March 15, 2018 by Matthew Landry

Last week, Sama visited the Auto.AI event, which bills itself as the platform bringing together the stakeholders who play an active role in the deep driving, computer vision, and sensor fusion.

Categories Autonomous Transportation, Blog
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