自动驾驶汽车:一个学习和研究的平台

Jacob Newman, Zheng Sun, Dah-Jye Lee
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引用次数: 8

摘要

我们提出了一个可供学生和研究人员使用的自动驾驶汽车平台。学生可以利用该平台了解自动驾驶汽车行业存在的技术和挑战,而研究人员可以使用它来测试和迭代自动驾驶汽车挑战的潜在解决方案。该平台成本低,规模小,是研究和学习的理想工具。自动驾驶汽车使用的主要技术,如计算机视觉和目标检测,都是在这个平台上实现的。我们首先对自动驾驶汽车的工作原理进行高级概述。然后我们介绍了我们创建的平台,然后描述了它与行业级自动驾驶汽车的比较。最后,对今后的研究工作进行了展望。
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Self-Driving Cars: A Platform for Learning and Research
We present a self-driving car platform that can be used by both students and researchers. Students can use the platform to learn about the technology and challenges that exist in the self-driving car industry, while researchers can use it to test and iterate through potential solutions to self-driving car challenges. The platform is low-cost and small-scale, which makes it a desirable tool for both research and learning. The main technologies used on autonomous vehicles, such as computer vision and object detection, are implemented on this platform. We begin with a high-level overview of how self-driving cars work. Then we present the platform we have created, followed by a description of how it compares with industry level self-driving cars. Finally, we discuss the future work of this research.
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