Evertjan Peer
Evertjan Peer is a Tech Lead at KickstartAI, where he focuses on delivering business impact through accelerating AI adoption. With a passion for solving real-world problems, he has extensive experience in machine learning and AI. Evertjan holds Master's degrees in Computer Science and Engineering and Operations Management & Logistics from Eindhoven University of Technology. His background includes roles as a Senior ML Engineer at Zalando, where he worked on fashion recommendations and customer value prediction, and as a Co-Founder of voam, a voice interface startup.
Session
This talk presents an end-to-end solution for detecting unattended objects in public transport hubs to enhance social security. The project, developed in a three-week challenge, focuses on proactively identifying unattended items using existing camera infrastructure. We will cover the entire pipeline, from data anonymization and preprocessing to building a data labeling platform, object detection with YOLO, and tracking objects over time. The presentation will also discuss the evaluation of the system.