Tom Roussel, Author at Segments.ai

Articles by Tom Roussel

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Tom Roussel is an expert in computer vision and machine learning with extensive experience in robotics, AI-driven automation, and data annotation. Holding a PhD from KU Leuven, Tom has worked on cutting-edge projects, including autonomous navigation at Ford Motor Company and defect detection systems at Flanders Make. At Segments.ai, he focuses on integrating advanced data curation and annotation tools, improving workflows for machine learning teams.
Tom’s research background includes 3D geometry processing, AI-based obstacle avoidance, and the use of vision systems in robotics. His work helps companies optimize data labeling, a critical aspect of AI model performance.

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Tom Roussel2024-09-11T09:16:17+02:00September 6th, 2024|

Machine learning models are only as good as the data they’re trained on. The common saying “garbage in, garbage out” perfectly captures this reality. Even the most sophisticated algorithms will fail if your data is noisy, biased, or incomplete. Ensuring high-quality datasets requires rigorous data curation. However, as datasets grow [...]