DevTekVE 1a8dd310ae Model: split modeld into it's own contained modeld implementation (#642)
* Add support for TinyGrad model runner processing

Introduced a new function `is_tinygrad_model` to detect TinyGrad as an active model runner. Updated the `is_stock_model` logic to account for TinyGrad models and added a new process entry for TinyGrad in the model manager. This enables handling TinyGrad models alongside existing configurations.

adding modeld back

Add support for `modeld_v2` and update paths for consistency

Updated `SConscript` files to integrate `modeld_v2` alongside `modeld` and adjusted script paths for correct metadata handling. Adjusted various configurations and scripts, such as `labeler.yaml` and `build_release.sh`, to include `modeld_v2` and ensure cohesive project structure.

Refactor imports to use updated `modeld_v2` paths.

Replaced outdated `modeld` references with their `modeld_v2` counterparts for consistency and clarity across the codebase. Also updated `.gitignore` to accommodate new directory structure. This change ensures better maintainability and alignment with the new directory schema.

Refactor and reorganize modeld to sunnypilot/modeld_v2 structure.

Moved and renamed `modeld` components to the new `sunnypilot/modeld_v2` directory for better organization and modularity. Updated imports and file references to align with the new structure, ensuring compatibility and functionality. Streamlined project structure to improve maintainability and future development.

* typo

* Use `stock` model runner and refactor model checks.

Replaces outdated model detection logic with unified `stock` runner integration, simplifying the decision flow for model selection. Includes `stock` as a new enum in the `Runner` type and updates affected references accordingly.

* Handle missing 'sim_pose' in model outputs gracefully.

Added conditional checks to ensure the code handles cases where 'sim_pose' is absent in the model outputs. Fallback behaviors use 'plan' data when 'sim_pose' is unavailable, preventing potential errors and enhancing robustness.
2025-03-02 20:49:30 +01:00
2024-06-19 19:14:13 -07:00
2024-12-16 19:47:29 -05:00
2021-01-05 12:50:23 -08:00
2024-12-08 22:03:47 +01:00
2023-12-12 23:59:38 -08:00
2025-02-13 19:21:45 -08:00
2020-01-17 10:22:00 -08:00
2024-11-15 08:11:51 +01:00
2024-12-13 20:28:01 -08:00
2024-06-09 17:44:34 -07:00
2024-07-31 23:17:40 -07:00
2024-12-17 20:42:44 -08:00
2020-05-14 15:36:56 -07:00
2025-02-15 15:16:39 -08:00
2022-08-13 23:28:44 -07:00

openpilot

openpilot is an operating system for robotics.
Currently, it upgrades the driver assistance system in 275+ supported cars.

Docs · Roadmap · Contribute · Community · Try it on a comma 3X

Quick start: bash <(curl -fsSL openpilot.comma.ai)

openpilot tests codecov License: MIT X Follow Discord

Using openpilot in a car

To use openpilot in a car, you need four things:

  1. Supported Device: a comma 3/3X, available at comma.ai/shop.
  2. Software: The setup procedure for the comma 3/3X allows users to enter a URL for custom software. Use the URL openpilot.comma.ai to install the release version.
  3. Supported Car: Ensure that you have one of the 275+ supported cars.
  4. Car Harness: You will also need a car harness to connect your comma 3/3X to your car.

We have detailed instructions for how to install the harness and device in a car. Note that it's possible to run openpilot on other hardware, although it's not plug-and-play.

Branches

branch URL description
release3 openpilot.comma.ai This is openpilot's release branch.
release3-staging openpilot-test.comma.ai This is the staging branch for releases. Use it to get new releases slightly early.
nightly openpilot-nightly.comma.ai This is the bleeding edge development branch. Do not expect this to be stable.
nightly-dev installer.comma.ai/commaai/nightly-dev Same as nightly, but includes experimental development features for some cars.

To start developing openpilot

openpilot is developed by comma and by users like you. We welcome both pull requests and issues on GitHub.

Want to get paid to work on openpilot? comma is hiring and offers lots of bounties for external contributors.

Safety and Testing

  • openpilot observes ISO26262 guidelines, see SAFETY.md for more details.
  • openpilot has software-in-the-loop tests that run on every commit.
  • The code enforcing the safety model lives in panda and is written in C, see code rigor for more details.
  • panda has software-in-the-loop safety tests.
  • Internally, we have a hardware-in-the-loop Jenkins test suite that builds and unit tests the various processes.
  • panda has additional hardware-in-the-loop tests.
  • We run the latest openpilot in a testing closet containing 10 comma devices continuously replaying routes.

Licensing

openpilot is released under the MIT license. Some parts of the software are released under other licenses as specified.

Any 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.

THIS IS ALPHA QUALITY SOFTWARE FOR RESEARCH PURPOSES ONLY. THIS IS NOT A PRODUCT. YOU ARE RESPONSIBLE FOR COMPLYING WITH LOCAL LAWS AND REGULATIONS. NO WARRANTY EXPRESSED OR IMPLIED.

User Data and comma Account

By default, openpilot uploads the driving data to our servers. You can also access your data through comma connect. We use your data to train better models and improve openpilot for everyone.

openpilot is open source software: the user is free to disable data collection if they wish to do so.

openpilot logs the road-facing cameras, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs. The driver-facing camera is only logged if you explicitly opt-in in settings. The microphone is not recorded.

By using openpilot, you agree to our Privacy Policy. 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.

Languages
Python 66.8%
C++ 27.6%
Cap'n Proto 1.7%
C 1.4%
Shell 1.3%
Other 1.2%