Periodically mapping calibration scene for calibrating autonomous vehicle sensors
A sensor calibration system periodically receives scene data from a detector in a calibration scene. The calibration scene includes calibration targets. The sensor calibration system generates a calibration map based on the scene data. The calibration map is a virtual representation of the calibration scene and includes features of the calibration targets that can be used as ground truth features for calibrating AV sensors. The sensor calibration system can periodically update the calibration map. For instance, the sensor calibration system receives the scene data at a predetermined frequency and updates the calibration map every time it receives new scene data. The predetermined frequency may be a frequency of the detector completing a full scan of the calibration scene. The sensor calibration system provides a latest version of the calibration map for being used by an AV to calibrate a sensor on the AV 110.
1. A method, comprising:
receiving, by a sensor calibration system, scene data from a detector in a calibration scene, the calibration scene comprising a calibration target for calibrating a sensor on a vehicle, the detector separate from the vehicle;
generating, by the sensor calibration system, a calibration map based on the scene data from the detector, the calibration map being a virtual representation of the calibration scene and including a ground truth feature of the calibration target;
receiving, by the sensor calibration system from the vehicle, a request for the calibration map;
determining, by the sensor calibration system, whether the calibration scene is ready for the vehicle based on a latest version of the calibration map by detecting objects other than the calibration target in the latest version of the calibration map; and
subsequent to receiving the request and in response to determining that the calibration scene is ready for the vehicle, providing, by the sensor calibration system, the calibration map to calibrate the sensor on the vehicle.
2. The method of claim 1 , wherein a distance of the sensor from a ground of the calibration scene is equal to a distance of the detector from the ground of the calibration scene.
3. The method of claim 1 , wherein the scene data comprises a point cloud including a plurality of points, and at least some of the points represent features of the calibration target.
4. The method of claim 1 , wherein the scene data from the detector comprises one or more images of the calibration scene, and the one or more images are captured by the detector.
5. The method of claim 1 , wherein determining whether the calibration scene is ready for the vehicle comprises:
detecting whether a person is present in the calibration scene based on the latest version of the calibration map; and
in response to determining that a person is present in the calibration scene, determining that the calibration scene is not ready for the vehicle.
6. The method of claim 1 , wherein determining whether the calibration scene is ready for the vehicle comprises:
detecting whether the calibration target is at a predetermined location based on the latest version of the calibration map; and
in response to determining that the calibration target is not at the predetermined location, determining that the calibration scene is not ready for the vehicle.
7. The method of claim 6 , further comprising:
in response to determining that the calibration target is not at the predetermined location, moving the calibration target to the predetermined location.
8. The method of claim 1 , further comprises:
instructing the vehicle to navigate to a predetermined location inside the calibration scene; and
causing the vehicle to move relative to the calibration target.
9. One or more non-transitory computer-readable media storing instructions executable to perform operations, the operations comprising:
receiving, by a sensor calibration system, scene data from a detector in a calibration scene, the calibration scene comprising a calibration target for calibrating a sensor on a vehicle, the detector separate from the vehicle;
generating, by the sensor calibration system, a calibration map based on the scene data from the detector, the calibration map being a virtual representation of the calibration scene and including a ground truth feature of the calibration target;
receiving, by the sensor calibration system from the vehicle, a request for the calibration map;
determining, by the sensor calibration system, whether the calibration scene is ready for the vehicle based on a latest version of the calibration map by detecting objects other than the calibration target in the latest version of the calibration map; and
subsequent to receiving the request and in response to determining that the calibration scene is ready for the vehicle, providing, by the sensor calibration system, the calibration map to calibrate the sensor on the vehicle.
10. The one or more non-transitory computer-readable media of claim 9 , wherein a distance of the sensor from a ground of the calibration scene is equal to a distance of the detector from the ground of the calibration scene.
11. The one or more non-transitory computer-readable media of claim 9 , wherein the scene data comprises a point cloud including a plurality of points, and at least some of the points represent features of the calibration target.
12. The one or more non-transitory computer-readable media of claim 9 , wherein the scene data from the detector comprises one or more images of the calibration scene, and the one or more images are captured by the detector.
13. The one or more non-transitory computer-readable media of claim 9 , wherein determining whether the calibration scene is ready for the vehicle comprises:
detecting whether the calibration target is at a predetermined location based on the latest version of the calibration map; and
in response to determining that the calibration target is not at the predetermined location, determining that the calibration scene is not ready for the vehicle.
14. A computer system, the comprising:
a computer processor for executing computer program instructions; and
one or more non-transitory computer-readable media storing computer program instructions executable by the computer processor to perform operations comprising:
receiving, by a sensor calibration system, scene data from a detector in a calibration scene, the calibration scene comprising a calibration target for calibrating a sensor on a vehicle, the detector separate from the vehicle;
generating, by the sensor calibration system, a calibration map based on the scene data from the detector, the calibration map being a virtual representation of the calibration scene and including a ground truth feature of the calibration target;
receiving, by the sensor calibration system from the vehicle, a request for the calibration map;
determining, by the sensor calibration system, whether the calibration scene is ready for the vehicle based on a latest version of the calibration map by detecting objects other than the calibration target in the latest version of the calibration map; and
subsequent to receiving the request and in response to determining that the calibration scene is ready for the vehicle, providing, by the sensor calibration system, the calibration map to calibrate the sensor on the vehicle.