[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-506":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":30,"readmeContent":31,"aiSummary":32,"trendingCount":16,"starSnapshotCount":16,"syncStatus":33,"lastSyncTime":34,"discoverSource":35},506,"openpilot","commaai\u002Fopenpilot","commaai","openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.","https:\u002F\u002Fcomma.ai\u002Fopenpilot",null,"Python",61344,10974,1315,86,0,11,73,448,51,120,"MIT License",false,"master",true,[27,28,29],"advanced-driver-assistance-systems","driver-assistance-systems","robotics","2026-06-12 04:00:04","\u003Cdiv align=\"center\" style=\"text-align: center;\">\n\n\u003Ch1>openpilot\u003C\u002Fh1>\n\n\u003Cp>\n  \u003Cb>openpilot is an operating system for robotics.\u003C\u002Fb>\n  \u003Cbr>\n  Currently, it upgrades the driver assistance system in 300+ supported cars.\n\u003C\u002Fp>\n\n\u003Ch3>\n  \u003Ca href=\"https:\u002F\u002Fdocs.comma.ai\">Docs\u003C\u002Fa>\n  \u003Cspan> · \u003C\u002Fspan>\n  \u003Ca href=\"https:\u002F\u002Fdocs.comma.ai\u002Fcontributing\u002Froadmap\u002F\">Roadmap\u003C\u002Fa>\n  \u003Cspan> · \u003C\u002Fspan>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fopenpilot\u002Fblob\u002Fmaster\u002Fdocs\u002FCONTRIBUTING.md\">Contribute\u003C\u002Fa>\n  \u003Cspan> · \u003C\u002Fspan>\n  \u003Ca href=\"https:\u002F\u002Fdiscord.comma.ai\">Community\u003C\u002Fa>\n  \u003Cspan> · \u003C\u002Fspan>\n  \u003Ca href=\"https:\u002F\u002Fcomma.ai\u002Fshop\">Try it on a comma four\u003C\u002Fa>\n\u003C\u002Fh3>\n\nQuick start: `bash \u003C(curl -fsSL openpilot.comma.ai)`\n\n[![openpilot tests](https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fopenpilot\u002Factions\u002Fworkflows\u002Ftests.yaml\u002Fbadge.svg)](https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fopenpilot\u002Factions\u002Fworkflows\u002Ftests.yaml)\n[![License: MIT](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLicense-MIT-yellow.svg)](LICENSE)\n[![X Follow](https:\u002F\u002Fimg.shields.io\u002Ftwitter\u002Ffollow\u002Fcomma_ai)](https:\u002F\u002Fx.com\u002Fcomma_ai)\n[![Discord](https:\u002F\u002Fimg.shields.io\u002Fdiscord\u002F469524606043160576)](https:\u002F\u002Fdiscord.comma.ai)\n\n\u003C\u002Fdiv>\n\n\u003Ctable>\n  \u003Ctr>\n    \u003Ctd>\u003Ca href=\"https:\u002F\u002Fyoutu.be\u002FNmBfgOanCyk\" title=\"Video By Greer Viau\">\u003Cimg src=\"https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fopenpilot\u002Fassets\u002F8762862\u002F2f7112ae-f748-4f39-b617-fabd689c3772\">\u003C\u002Fa>\u003C\u002Ftd>\n    \u003Ctd>\u003Ca href=\"https:\u002F\u002Fyoutu.be\u002FVHKyqZ7t8Gw\" title=\"Video By Logan LeGrand\">\u003Cimg src=\"https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fopenpilot\u002Fassets\u002F8762862\u002F92351544-2833-40d7-9e0b-7ef7ae37ec4c\">\u003C\u002Fa>\u003C\u002Ftd>\n    \u003Ctd>\u003Ca href=\"https:\u002F\u002Fyoutu.be\u002FSUIZYzxtMQs\" title=\"A drive to Taco Bell\">\u003Cimg src=\"https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fopenpilot\u002Fassets\u002F8762862\u002F05ceefc5-2628-439c-a9b2-89ce77dc6f63\">\u003C\u002Fa>\u003C\u002Ftd>\n  \u003C\u002Ftr>\n\u003C\u002Ftable>\n\n\nUsing openpilot in a car\n------\n\nTo use openpilot in a car, you need four things:\n1. **Supported Device:** a comma four, available at [comma.ai\u002Fshop\u002Fcomma-four](https:\u002F\u002Fwww.comma.ai\u002Fshop\u002Fcomma-four).\n2. **Software:** The setup procedure for the comma four allows users to enter a URL for custom software. Use the URL `openpilot.comma.ai` to install the release version.\n3. **Supported Car:** Ensure that you have one of [the 300+ supported cars](docs\u002FCARS.md).\n4. **Car Harness:** You will also need a [car harness](https:\u002F\u002Fcomma.ai\u002Fshop\u002Fcar-harness) to connect your comma four to your car.\n\nWe have detailed instructions for [how to install the harness and device in a car](https:\u002F\u002Fcomma.ai\u002Fsetup). Note that it's possible to run openpilot on [other hardware](https:\u002F\u002Fblog.comma.ai\u002Fself-driving-car-for-free\u002F), although it's not plug-and-play.\n\n\n### Branches\n\nRunning `master` and other branches directly is supported, but it's recommended to run one of the following prebuilt branches:\n\n| comma four branch      | comma 3X branch        | URL                                    | description                                                                         |\n|------------------------|------------------------|----------------------------------------|-------------------------------------------------------------------------------------|\n| `release-mici`         | `release-tizi`         | openpilot.comma.ai                     | This is openpilot's release branch.                                                 |\n| `release-mici-staging` | `release-tizi-staging` | openpilot-test.comma.ai                | This is the staging branch for releases. Use it to get new releases slightly early. |\n| `nightly`              | `nightly`              | openpilot-nightly.comma.ai             | This is the bleeding edge development branch. Do not expect this to be stable.      |\n| `nightly-dev`          | `nightly-dev`          | installer.comma.ai\u002Fcommaai\u002Fnightly-dev | Same as nightly, but includes experimental development features for some cars.      |\n\nTo start developing openpilot\n------\n\nopenpilot is developed by [comma](https:\u002F\u002Fcomma.ai\u002F) and by users like you. We welcome both pull requests and issues on [GitHub](http:\u002F\u002Fgithub.com\u002Fcommaai\u002Fopenpilot).\n\n* Join the [community Discord](https:\u002F\u002Fdiscord.comma.ai)\n* Check out [the contributing docs](docs\u002FCONTRIBUTING.md)\n* Check out the [openpilot tools](tools\u002F)\n* Code documentation lives at https:\u002F\u002Fdocs.comma.ai\n* Information about running openpilot lives on the [community wiki](https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fopenpilot\u002Fwiki)\n\nWant to get paid to work on openpilot? [comma is hiring](https:\u002F\u002Fcomma.ai\u002Fjobs#open-positions) and offers lots of [bounties](https:\u002F\u002Fcomma.ai\u002Fbounties) for external contributors.\n\nSafety and Testing\n----\n\n* openpilot observes [ISO26262](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FISO_26262) guidelines, see [SAFETY.md](docs\u002FSAFETY.md) for more details.\n* openpilot has software-in-the-loop [tests](.github\u002Fworkflows\u002Ftests.yaml) that run on every commit.\n* The code enforcing the safety model lives in panda and is written in C, see [code rigor](https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fpanda#code-rigor) for more details.\n* panda has software-in-the-loop [safety tests](https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fpanda\u002Ftree\u002Fmaster\u002Ftests\u002Fsafety).\n* Internally, we have a hardware-in-the-loop Jenkins test suite that builds and unit tests the various processes.\n* panda has additional hardware-in-the-loop [tests](https:\u002F\u002Fgithub.com\u002Fcommaai\u002Fpanda\u002Fblob\u002Fmaster\u002FJenkinsfile).\n* We run the latest openpilot in a testing closet containing 10 comma devices continuously replaying routes.\n\n\u003Cdetails>\n\u003Csummary>MIT Licensed\u003C\u002Fsummary>\n\nopenpilot is released under the MIT license. Some parts of the software are released under other licenses as specified.\n\nAny user of this software shall indemnify and hold harmless Comma.ai, Inc. and its directors, officers, employees, agents, stockholders, affiliates, subcontractors and customers from and against all allegations, claims, actions, suits, demands, damages, liabilities, obligations, losses, settlements, judgments, costs and expenses (including without limitation attorneys’ fees and costs) which arise out of, relate to or result from any use of this software by user.\n\n**THIS IS ALPHA QUALITY SOFTWARE FOR RESEARCH PURPOSES ONLY. THIS IS NOT A PRODUCT.\nYOU ARE RESPONSIBLE FOR COMPLYING WITH LOCAL LAWS AND REGULATIONS.\nNO WARRANTY EXPRESSED OR IMPLIED.**\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>User Data and comma Account\u003C\u002Fsummary>\n\nBy default, openpilot uploads driving data to our servers. You can also access your data through [comma connect](https:\u002F\u002Fconnect.comma.ai\u002F). We use your data to train better models and improve openpilot for everyone.\n\nopenpilot is open source software, and users can disable data collection if they wish.\n\nopenpilot logs the road-facing cameras, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs.\nThe driver-facing camera and microphone are only logged if you explicitly opt-in in settings.\n\nBy using openpilot, you agree to [our Privacy Policy](https:\u002F\u002Fcomma.ai\u002Fprivacy). You understand that use of this software or its related services will generate certain types of user data, which may be logged and stored at the sole discretion of comma. By accepting this agreement, you grant an irrevocable, perpetual, worldwide right to comma for the use of this data.\n\u003C\u002Fdetails>\n","openpilot 是一个为机器人设计的操作系统，目前主要用来升级300多款支持车型的驾驶辅助系统。其核心功能包括提供先进的驾驶员辅助技术，如车道保持、自适应巡航等，并且采用Python语言开发，易于理解和扩展。该项目适用于希望增强车辆现有驾驶辅助功能的车主或开发者，尤其适合那些对自动驾驶技术感兴趣并愿意尝试开源解决方案的人群。MIT许可证下发布，确保了广泛的可用性和可访问性。",2,"2026-06-11 02:36:55","top_all"]