Guest Cees Snoek, Professor of Computer Vision and AI, discusses the development of computer vision and AI, focusing on high-definition maps and AI for autonomous driving, deep vision combining deep learning and computer vision, challenges of building big models and the future of vision, and Amsterdam as a hub for AI research and innovation.
The collaboration between the Atlas Lab and Qualcomm Lab focuses on enabling high-definition maps for navigation purposes by collecting data from car recordings using RGB camera data and LiDAR data, and transforming these recordings into detailed maps that can be used for autonomous driving.
AI plays a crucial role in the mapping process by making sense of the collected data, combining camera data with LiDAR point data, identifying objects of interest, and understanding the environment, serving as a tool to process and interpret the data, enabling the creation of accurate and comprehensive maps.
Deep dives
Collaboration with Atlas Lab and Qualcomm Lab
The collaboration between the Atlas Lab and Qualcomm Lab focuses on enabling high-definition maps for navigation purposes. By collecting data from car recordings using RGB camera data and LiDAR data, they aim to transform these recordings into detailed maps that can be used for autonomous driving.
AI's Role in Mapping
AI plays a crucial role in the mapping process by making sense of the collected data. It helps in combining camera data with LiDAR point data, identifying objects of interest, and understanding the environment. AI serves as a tool to process and interpret the data, enabling the creation of accurate and comprehensive maps.
Research Goals and Knowledge Transfer
The labs focus on conducting fundamental research to develop new AI tools for high-definition mapping. They aim to innovate and come up with new algorithms and techniques, such as object detectors and semantic segmentation. The labs also prioritize knowledge transfer, sharing the research findings with engineers to be applied in real-world scenarios. The collaboration aims to bridge the gap between academia and industry, allowing for mutual benefits and advancements in the field of AI for mapping.
If you want to know how computer vision and AI are developing, you have to travel to Amsterdam and talk to Prof. Cees Snoek.
The podcast is growing and we want to keep growing. That's why our German-language podcast is now available in English. We are happy about new listeners.