Jeroen Claessens, Author at Segments.ai

Articles by Jeroen Claessens

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Jeroen Claessens is a freelance software engineer with expertise in building and maintaining scalable software solutions across industries. Currently working with Segments.ai, Jeroen contributes to the development of data labeling tools for AI-driven robotics and autonomous vehicles. With over three years of freelance experience, he has worked with companies like Norsepower, SkyeBase, and Be-Mobile, where he developed custom software, expanded existing projects, and implemented innovative features.

Annotating Ground Truth in Computer Vision: Vector vs. Segmentation Annotations

Jeroen Claessens2024-04-16T13:45:19+02:00April 16th, 2024|

Accurately interpreting the environment is crucial in computer vision, especially in fields like autonomous vehicles and robotics. This requires assigning meaning to dataset elements, known as annotations or data labels. The two primary methods to annotate ground truth data are vector and segmentation (or pixel) annotations, each with unique strengths [...]

Building your internal data labeling software

Jeroen Claessens2024-02-08T17:10:43+01:00January 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, [...]