Latest updates on Segments.ai and data labeling
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 would start at Segments.ai, [...]
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 point cloud and 2D [...]
The Segments.ai Python SDK: A closer look
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 [...]
Simulating Real Cameras using Three.js
Ever wondered how you can simulate a physical camera in a 3D web app? In this blog post, I’ll show you how it can be done using Three.js, a popular JavaScript library for building 3D web applications, and OpenCV. We’ll start by simulating the pinhole camera model and then we’ll add realistic lens [...]
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 now available to all [...]
Multi-sensor data labeling for robotics & AV: the path to full automation
This blog post is an adaption of Bert’s talk at the ICRA workshop on Scalable Autonomous Driving. Segments.ai is a data labeling platform focused specifically on data labeling for robotics and autonomous driving. In this post we peek behind the curtain on how we’re labeling multi-sensor data, and the steps we take to automate it as much [...]
