死磕技术的自动驾驶黄埔军校，三年了~

Core Viewpoint - The article emphasizes the establishment of a comprehensive community for autonomous driving enthusiasts, aiming to facilitate knowledge sharing, technical discussions, and job opportunities in the field of autonomous driving and AI [1][13]. Group 1: Community Development - The "Autonomous Driving Heart Knowledge Planet" has grown to over 4,000 members, with a goal to reach nearly 10,000 in the next two years, providing a platform for exchange and technical sharing [1]. - The community offers a variety of resources, including video content, articles, learning paths, Q&A sessions, and job exchange opportunities [1][2]. Group 2: Learning Resources - The community has organized nearly 40 technical routes for members, covering various aspects of autonomous driving, including end-to-end learning, multi-modal models, and data annotation practices [2][5]. - A complete learning stack and roadmap for beginners have been prepared, making it suitable for those with no prior experience [7][9]. Group 3: Industry Insights - The community regularly invites industry leaders and experts to discuss trends in autonomous driving, technology directions, and production challenges [4][62]. - Members can engage in discussions about job opportunities, industry developments, and academic advancements, fostering a collaborative environment [59][64]. Group 4: Technical Focus Areas - Key focus areas include end-to-end autonomous driving, multi-sensor fusion, 3DGS, and NeRF technologies, with detailed resources and discussions available for each topic [31][32][33]. - The community also provides insights into the latest advancements in visual language models (VLM) and their applications in autonomous driving [35][36].