摸底GS重建在自动驾驶业内的岗位需求......

Core Viewpoint - The article discusses the growing demand for algorithm teams in the field of 3DGS (3D Geometric Scene) for autonomous driving, emphasizing the need for skilled professionals to support closed-loop simulation and scene reconstruction [2][3]. Group 1: Industry Demand and Job Roles - Companies are looking to hire 5-20 algorithm team members to support the optimization of closed-loop simulations [3]. - There is a specific need for cloud data production roles, such as static road surface reconstruction from a BEV perspective, indicating a growing market for these skills [3]. - The field is relatively new, making it challenging for beginners to find effective learning resources, highlighting a gap in the market for educational programs [3]. Group 2: Educational Initiatives - The article introduces a course titled "3DGS Theory and Algorithm Practical Tutorial," designed to provide a comprehensive learning path for 3DGS technology [3]. - The course covers various aspects of 3DGS, including background knowledge, principles, algorithms, and important research directions, aiming to equip participants with a solid understanding of the technology stack [8][9][10][11][12]. Group 3: Course Structure and Content - The course is structured into six chapters, starting with foundational knowledge in computer graphics and progressing to advanced topics like feed-forward 3DGS [8][9][10][11][12]. - Each chapter includes practical assignments and discussions to enhance understanding and application of the concepts learned [10][11][12]. - The course is set to begin on December 1st and will last approximately two and a half months, featuring offline video lectures and online Q&A sessions [15]. Group 4: Target Audience and Prerequisites - The course is aimed at individuals with a background in computer graphics, visual reconstruction, and programming, particularly those familiar with Python and PyTorch [17]. - Participants are expected to have a foundational understanding of probability and linear algebra, ensuring they can engage with the course material effectively [17].