Articles by Segments.ai HQ
Improved Issue Tracking: Less Friction, More Precision
When you're labeling complex multi-sensor data, issue tracking isn’t a luxury. Yet, our previous functionality was limited. Reviewers could flag problems, but only through a single-line comment field. If the feedback wasn't crystal clear, annotators wasted valuable time trying to figure out the exact problem. Unclear comments meant annotators [...]
From Postman to Engineering: Justin Bériot’s Unique Career Journey
Justin Bériot's career began far from the tech world. His first job was as a postman. Despite having no formal training, he taught himself coding and started building websites for small businesses. Over time, he transitioned to e-commerce platforms and game development, where he explored 3D modeling and spatial data. Now, [...]
Outrider selects Segments.ai for multi-sensor data annotation to accelerate autonomous yard operations
Outrider, the leader in autonomous yard operations for freight movement, has partnered with Segments.ai to advance its perception models for self-driving trucks through precise, multi-sensor data annotation. Outrider develops software and technology to automate electric yard trucks that can hitch tractors and trailers and maneuver between dock doors and [...]
The role of a Machine Learning Engineer at Segments.ai
Tom’s journey began with a PhD in computer vision and machine learning at KU Leuven. That's where he met Bert for the first time, one of the founders of Segments.ai. During his PhD, Tom did a stint at Ford Motor Company in Silicon Valley, where he worked on autonomous navigation, [...]
New 3D segmentation features, Gaussian splat labeling, and more
Today, we’re introducing some powerful new features that will make your life easier when segmenting large point clouds and point cloud sequences. We’re also excited to announce that we now support Gaussian splats in our 3D labeling interfaces. Let’s dive in! Merged point cloud mode for 3D segmentation Point [...]
Team Spotlight – John Lee
In this team spotlight, we get to know John Lee, who has a long-standing background in data labeling tooling and services. Q: You have 6+ years of experience in the data labeling scene. What motivated your transition to Segments.ai? My journey in data labeling tooling and services began [...]
Better 3D sequence labeling, deep linking, and more
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 [...]
Team Spotlight – Jeroen Claessens
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 [...]
Leverage 3D annotations to drastically speed up 2D labeling, and more
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 [...]
Team Spotlight – Mark Hafner
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 [...]
Multi-sensor datasets, image sequence segmentation, and more
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 [...]
Smart cuboid propagation, fisheye camera support, and more
Labeling 3D cuboids in point cloud sequences can be a tedious job. Our batch mode and keyframe interpolation features are already of great assistance, but today we go one step further. Smart cuboid propagation Our new smart cuboid propagation feature - previously in closed beta - is [...]
Faster labeling on Segments.ai with Meta AI’s Segment Anything Model
Meta AI released the Segment Anything Model (SAM) this month, a foundation model for image segmentation. We owed it to our name to explore the possibilities of this new model, so we launched an internal hackathon to bring two powerful new features enabled by SAM to Segments.ai. We’re excited [...]
New image viewer for 3D labeling, attaching images to issues, and more
One of the biggest challenges when labeling point clouds is locating and identifying the objects you want to label. Is that small group of points a bike or a motorcycle? A traffic sign or a traffic light? No need for guessing anymore: with our new image viewer, you can [...]
Launching our full-fledged 3D Point Cloud labeling suite
We are thrilled to launch our 3D point cloud labeling interface officially! Some of you have already been using the beta version, and your feedback has been invaluable. This launch introduces many new and improved features that make 3D labeling even easier. Enjoy the same intuitive design you know and [...]
Hugging Face integration, Organization accounts, and more
Collaborating with your team on Segments.ai just got even easier. Today, we’re launching organization accounts, which are shared accounts where teams can collaborate across datasets. Organization accounts When you sign in to Segments.ai, you do so with your personal account. With the launch of our new organization feature, multiple personal [...]
Text labeling, dataset cloning, changelog and more
This blog is about a part of the Segments platform that is no longer available today. If you have any questions about this, please contact hello@segments.ai. At Segments.ai we're focused on computer vision, but sometimes our customers come to us with use cases where text labeling is also needed. [...]
Autosegment, fresh design and more
Speeding up your labeling work is what Segments.ai is all about. Today we're excited to launch a new feature that helps you segment images even faster. Autosegment Creating image segmentation labels is already very easy on Segments.ai: with our Superpixel tool you can label an entire image in [...]
ISO 27001 certification, improved docs, and more
Big news: Segments.ai got ISO 27001 certified! ISO 27001 is the international standard for information security, with the goal of protecting all data within an organization. What this means for you is that your data is in safe hands with us. Improved docs We've been working hard on improving [...]
