概览
主要功能
- 基于 lidar、摄像头和雷达融合的感知能力
- 定位和 HD 地图支持
- 任务和运动规划模块
- 车辆控制接口
- 仿真和测试工具
- ROS 2 兼容性
价格
- 模型
- Freemium
- 分类
- 计算机视觉
- 评分
- 4.8 / 5 (4)
使用场景
自动驾驶车辆开发
汽车初创公司和原始设备制造商使用 Autoware 的感知、规划和控制模块作为构建量产自动驾驶汽车、班车和工业车辆的基础。
学术自主研究
大学利用开源 ROS 2 软件栈来原型设计和基准测试感知、定位和运动规划中的新算法，而无需从头开始构建自主软件栈。
自定义传感器集成
工程团队交换模块化组件，以集成自定义的 lidar、摄像头和雷达配置，将软件栈适应特定的运行设计域。
仿真和测试
开发者使用 Autoware 的仿真和测试工具在虚拟环境中验证自动驾驶行为，然后再部署到现实车辆中。
优点 & 缺点
优点
- 完全开源且免费使用
- 活跃的全球社区和基金会支持
- 基于 ROS 的模块化架构
- 支持广泛的车辆和传感器
- 已在现实世界部署和研究中使用
缺点
- 对新手来说学习曲线较陡
- 需要大量的硬件和集成工作
- 文档可能滞后于快速开发
- 生产使用需要深入的安全工程专业知识
对决战绩
在万神殿中参与了 1 对决。
Last battle
评测
4 个评分的平均值。
登录以留下评测。
Compared a few options
Evaluated this against two competitors. Where it wins: localization and HD map support and active global community and foundation backing. Where it lags: production use demands deep safety engineering expertise. On balance the feature set — especially simulation and testing tools — justifies the 4 stars for our use case.
Solid for our team
We rolled this out across the team last quarter and modular ROS-based architecture. Mission and motion planning modules fits neatly into how we already work, and simulation and testing tools removed a step we used to do by hand. Production use demands deep safety engineering expertise, which is the main caveat, but it has held up under daily use.
Years in this space
I've evaluated a lot of these over the years. What stands out here is simulation and testing tools — handled better than most — and supports a wide range of vehicles and sensors. Worth the time if this is your use case.
Years in this space
I've evaluated a lot of these over the years. What stands out here is perception with lidar, camera, and radar fusion — handled better than most — and modular ROS-based architecture. Worth the time if this is your use case.
问答
Is Autoware suitable for production‑grade autonomous vehicles?
While Autoware is used in real‑world deployments and research, production use requires deep safety engineering, extensive hardware integration, and expertise to manage its steep learning curve.
Asked by Gunnar Eriksson · Sep 26, 2025
Which middleware and sensor types does Autoware integrate with?
Autoware is built on ROS/ROS 2 and supports lidar, camera, and radar sensor fusion, as well as HD‑map inputs and standard vehicle control interfaces.
Asked by Hannah Goldberg · Sep 15, 2025
What is the cost to use Autoware for a self‑driving project?
Autoware is fully open‑source and free to use; there are no licensing fees, though you must provide your own hardware and any third‑party services.
Asked by Lena Fischer · Aug 23, 2025
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