openpilot v0.11.1 release

date: 2026-06-04T09:49:56
master commit: c0ab3550eca2e9daf197c46b7e4b24aa9637cf2e
This commit is contained in:
Vehicle Researcher
2026-06-04 09:50:05 -07:00
commit 6adb63b915
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# Run openpilot with webcam on PC
What's needed:
- Ubuntu 24.04 ([WSL2 is not supported](https://github.com/commaai/openpilot/issues/34216)) or macOS
- GPU (recommended)
- One USB webcam, at least 720p and 78 degrees FOV (e.g. Logitech C920/C615, NexiGo N60)
- [Car harness](https://comma.ai/shop/products/comma-car-harness)
- [panda](https://comma.ai/shop/panda)
- USB-A to USB-A cable to connect panda to your computer
## Setup openpilot
- Follow [this readme](../README.md) to install and build the requirements
## Connect the hardware
- Connect the camera first
- Connect your computer to panda
## GO
```
USE_WEBCAM=1 system/manager/manager.py
```
- Start the car, then the UI should show the road webcam's view
- Adjust and secure the webcam
- Finish calibration and engage!
## Specify Cameras
Use the `ROAD_CAM` (default 0) and optional `DRIVER_CAM`, `WIDE_CAM` environment variables to specify which camera is which (ie. `ROAD_CAM=1` uses `/dev/video1`, on Ubuntu, for the road camera):
```
USE_WEBCAM=1 ROAD_CAM=1 system/manager/manager.py
```
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import av
import cv2 as cv
class Camera:
def __init__(self, cam_type_state, stream_type, camera_id):
try:
camera_id = int(camera_id)
except ValueError: # allow strings, ex: /dev/video0
pass
self.cam_type_state = cam_type_state
self.stream_type = stream_type
self.cur_frame_id = 0
print(f"Opening {cam_type_state} at {camera_id}")
self.cap = cv.VideoCapture(camera_id)
self.cap.set(cv.CAP_PROP_FRAME_WIDTH, 1280.0)
self.cap.set(cv.CAP_PROP_FRAME_HEIGHT, 720.0)
self.cap.set(cv.CAP_PROP_FPS, 25.0)
self.W = self.cap.get(cv.CAP_PROP_FRAME_WIDTH)
self.H = self.cap.get(cv.CAP_PROP_FRAME_HEIGHT)
@classmethod
def bgr2nv12(self, bgr):
frame = av.VideoFrame.from_ndarray(bgr, format='bgr24')
return frame.reformat(format='nv12').to_ndarray()
def read_frames(self):
while True:
ret, frame = self.cap.read()
if not ret:
break
# Rotate the frame 180 degrees (flip both axes)
frame = cv.flip(frame, -1)
yuv = Camera.bgr2nv12(frame)
yield yuv.data.tobytes()
self.cap.release()
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#!/usr/bin/env python3
import threading
import os
import platform
from collections import namedtuple
from msgq.visionipc import VisionIpcServer, VisionStreamType
from cereal import messaging
from openpilot.tools.webcam.camera import Camera
from openpilot.common.realtime import Ratekeeper
ROAD_CAM = os.getenv("ROAD_CAM", "0")
WIDE_CAM = os.getenv("WIDE_CAM")
DRIVER_CAM = os.getenv("DRIVER_CAM")
CameraType = namedtuple("CameraType", ["msg_name", "stream_type", "cam_id"])
CAMERAS = [
CameraType("roadCameraState", VisionStreamType.VISION_STREAM_ROAD, ROAD_CAM)
]
if WIDE_CAM:
CAMERAS.append(CameraType("wideRoadCameraState", VisionStreamType.VISION_STREAM_WIDE_ROAD, WIDE_CAM))
if DRIVER_CAM:
CAMERAS.append(CameraType("driverCameraState", VisionStreamType.VISION_STREAM_DRIVER, DRIVER_CAM))
class Camerad:
def __init__(self):
self.pm = messaging.PubMaster([c.msg_name for c in CAMERAS])
self.vipc_server = VisionIpcServer("camerad")
self.cameras = []
for c in CAMERAS:
cam_device = f"/dev/video{c.cam_id}" if platform.system() != "Darwin" else c.cam_id
cam = Camera(c.msg_name, c.stream_type, cam_device)
self.cameras.append(cam)
self.vipc_server.create_buffers(c.stream_type, 20, cam.W, cam.H)
self.vipc_server.start_listener()
def _send_yuv(self, yuv, frame_id, pub_type, yuv_type):
eof = int(frame_id * 0.05 * 1e9)
self.vipc_server.send(yuv_type, yuv, frame_id, eof, eof)
dat = messaging.new_message(pub_type, valid=True)
msg = {
"frameId": frame_id,
"transform": [1.0, 0.0, 0.0,
0.0, 1.0, 0.0,
0.0, 0.0, 1.0]
}
setattr(dat, pub_type, msg)
self.pm.send(pub_type, dat)
def camera_runner(self, cam):
rk = Ratekeeper(20, None)
for yuv in cam.read_frames():
self._send_yuv(yuv, cam.cur_frame_id, cam.cam_type_state, cam.stream_type)
cam.cur_frame_id += 1
rk.keep_time()
def run(self):
threads = []
for cam in self.cameras:
cam_thread = threading.Thread(target=self.camera_runner, args=(cam,))
cam_thread.start()
threads.append(cam_thread)
for t in threads:
t.join()
def main():
camerad = Camerad()
camerad.run()
if __name__ == "__main__":
main()