Blog2024-04-23T17:04:20+02:00

Latest updates on Segments.ai and data labeling

Leverage 3D annotations to drastically speed up 2D labeling, and more

By |December 12th, 2023|

In our last newsletter we announced our new multi-sensor labeling interface. This month, we're excited to introduce a new feature that will save you lots of time labeling multi-sensor data: 3D-to-2D bounding box projections! Leverage 3D annotations to speed up 2D labeling Let’s say your car or robot has a lidar sensor [...]

What data do you need for multi-sensor labeling?

By |December 5th, 2023|

In autonomous driving and robotics, combining camera images with lidar point cloud data can greatly improve the perception capabilities of the system. In the past, images and point clouds were often treated separately and labeled independently. Today, multi-sensor labeling brings significant advantages to the table. By combining and visualizing the data from multiple sensors [...]

Labeling challenges for underwater robotics

By |November 3rd, 2023|

Ocius Technology Ltd., an Australian firm committed to autonomous maritime surveillance, presented recently the newest addition to its AUV-line (Autonomous Underwater Vehicle): The iDrogue. Sarina, a robotics software engineer and the perception lead at Ocius at that time, shares her insights into the challenges and successes of developing an innovative underwater robotics system from [...]

Team Spotlight – Mark Hafner

By |October 18th, 2023|

In our first team spotlight, we introduce Mark Hafner, the new Senior Account Executive at Segments.ai. His decision to join Segments.ai? A fascination with the ever-expanding fields of robotics and autonomous vehicles and the belief that these industries will further flourish. Q: When you told your fiancée that you would start at Segments.ai, [...]

Multi-sensor datasets, image sequence segmentation, and more

By |September 29th, 2023|

Labeling objects in point clouds and images is no easy job, especially if you need consistent object IDs across time and sensors. We're excited to announce our new multi-sensor labeling interface, which makes this much easier. Multi-sensor datasets Where you previously had to create separate datasets for your 3D point cloud and 2D [...]

The Segments.ai Python SDK: A closer look

By |September 12th, 2023|

In this blog post we will go over the design decisions and features of the Segments’ Python SDK. Most of our users at Segments.ai use the platform to get labeled data to train a deep learning model. So most of them are pretty technical. Being able to integrate with the Segments platform in [...]

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