Blog2024-02-09T14:12:40+01:00

Latest updates on Segments.ai and data labeling

The 8 Best Point Cloud Labeling Tools for 2024

By |February 23rd, 2024|

It's simply not enough to give a computer a large amount of data and expect it to learn – data has to undergo preparation for computers to find patterns within it. That's where data labeling platforms come in. For many ML models, it is enough to rely on images. However, automotive and robotics companies [...]

Better 3D sequence labeling, deep linking, and more

By |February 14th, 2024|

We’ve been hard at work in the first weeks of the new year to deliver you another round of exciting product updates. Let’s dive right in. Better 3D sequence labeling When labeling 3D sequences, having to switch frames frequently can slow you down. Our batch mode feature already helps you label moving objects faster [...]

Building your internal data labeling software

By |January 29th, 2024|

Annotation or labeling tooling has multiple use cases. Think about labelling datasets to use for your ML pipeline or to highlight objects on an image to display on your platform. Your platform might be in need of such a tool, but since it's not the core of your business, you might consider building [...]

Team Spotlight – Jeroen Claessens

By |January 5th, 2024|

In this team spotlight, we get to know Jeroen Claessens as he shares his journey into computer science and data labeling tooling. Q: "On land, at sea, and in the air", would that be a good catchphrase for your career? I never thought of it that way, but that indeed applies to [...]

7 State-Of-The-Art Point Cloud Models for Autonomous Driving

By |December 13th, 2023|

Over the past couple of years most state-of-the-art computer vision (deep learning) models have converged to use the transformer architecture. This trend has also emerged in deep learning models that work on point clouds (or both point clouds and images). However, these models are still harder to generalize to other types of sensors, [...]

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 [...]

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