Jeroen Rombouts
Jeroen is an expert in machine learning and AI, specializing in transforming ideas and proof-of-concepts into value-driven products. Leveraging deep expertise in data science and engineering, he offers practical solutions to enhance machine learning infrastructure and elevate data teams' AI skills.
Sessions
In the world of computer vision, the focus is often on cutting-edge neural network architectures. However, the true impact usually lies in designing a robust system around the model to solve real-world business challenges. In this talk, we guide you through the process of building practical computer vision pipelines that leverage techniques such as segmentation, classification, and object tracking, demonstrated by our predictive maintenance application at Port of Rotterdam. Whether you're an experienced expert seeking production-worthy pipelines or a novice with a background in data science or engineering eager to dive into image and video processing, we will explore the use of open-source tools to develop and deploy computer vision applications.