An HD map system represents landmarks on a high definition map for autonomous vehicle navigation, including describing spatial location of lanes of a road and semantic information about each lane, and along with traffic signs and landmarks. The system generates lane lines designating lanes of roads…

A deep neural network(s) (DNN) may be used to detect objects from sensor data of a three dimensional (3D) environment. For example, a multi-view perception DNN may include multiple constituent DNNs or stages chained together that sequentially process different views of the 3D environment. An…

In various examples, an obstacle detector is capable of tracking a velocity state of detected objects or obstacles using LiDAR data. For example, using LiDAR data alone, an iterative closest point (ICP) algorithm may be used to determine a current state of detected objects for a current frame and a…

A method includes providing heat produced by a fuel cell from converting a source of gas to generate electrical power for a datacenter to an absorption chiller to produced cooled liquid. The method further includes utilizing the produced cooled liquid to cool one or more electronic components of…

To determine a path through a pose configuration space, trajectories of poses may be evaluated in parallel based at least on translating the trajectories along at least one axis of the pose configuration space (e.g., an orientation axis). A trajectory may include at least a portion of a turn having…

In various examples, detected object data representative of locations of detected objects in a field of view may be determined. One or more clusters of the detected objects may be generated based at least in part on the locations and features of the cluster may be determined for use as inputs to a…

In various examples, in-path object detection for autonomous and semi-autonomous systems and applications is described herein. For instance, systems and methods may use sensor data, such as inertial measurement sensor data, to generate or determine a lane that is associated with a vehicle. In some…

A power control circuit to control data center power delivery is disclosed. In at least one embodiment, the power control circuit may be configured to selectively cause at least a portion of a supplied power to be directed to one or more server racks or to charge one or more batteries based, at…

The standoff comes as Chinese firms increasingly turn to domestic chipmakers like Huawei, in a drive to reduce China’s dependence on Western technologies.

Before this week’s U.S.-Chinese summit, Beijing reached a milestone in its quest for technological self-sufficiency.

In various examples, systems and methods are disclosed that use one or more machine learning models (MLMs)—such as deep neural networks (DNNs)—to compute outputs indicative of an estimated visibility distance corresponding to sensor data generated using one or more sensors of an autonomous or…

In various examples, feature detection models for autonomous and/or semi-autonomous systems and applications are described herein. Systems and methods described herein may use one or more trained machine learning models to automatically generate representations of traffic features corresponding to…

The agreements with the technology companies come amid the Defense Department’s dispute with Anthropic.

In various examples, a gaze direction of a user's eyes may be tracked and synced with perception data of the vehicle to determine POIs that the user is interested in. In some examples, POIs may be stored as waypoints in a waypoint catalog or store and included as part of a map. As a user is driving…

In various examples, methods and systems are provided for determining, using a machine learning model, one or more of the following operational domain conditions related to an autonomous and/or semi-autonomous machine: amount of camera blindness, blindness classification, illumination level, path…

In various examples, behaviors of road surface lanes may be determined and used to perform various functions associated with an autonomous or semi-autonomous machine, such as localization, path planning, etc. For instance, visual characteristics, patterns, and/or other attributes of lane line…

In various examples, incremental booting of functions for autonomous systems and applications is described herein. Systems and methods are disclosed that boot functions of a machine using different phases in order to more quickly provide at least a portion of the functions without compromising the…

In various examples, junction points corresponding to locations where disparate lanes deviate from one another may be determined and used to associate (e.g., match) perceived lanes with corresponding, mapped road segments. For instance, the systems and methods of the present disclosure may use…

In various examples, path-specific trackers may be initialized and used to localize a machine (e.g., an autonomous or semi-autonomous machine or vehicle) with respect to a specific path in an environment. For instance, when the machine passes through a junction of multiple road segments, a…

In various examples, parking area detection for autonomous and/or semi-autonomous systems and applications is described herein. Systems and methods described herein may use a hybrid method to more accurately determine geometries of the parking areas within environments. For instance, sensor data…

Embodiments of the present disclosure relate to a machine performing one or more planning, navigation, or control operations based at least on one or more outputs of one or more neural networks in which the one or more outputs are computed based at least on the one or more neural networks…

In various examples, live perception from sensors of a vehicle may be leveraged to generate potential paths for the vehicle to navigate an intersection in real-time or near real-time. For example, a deep neural network (DNN) may be trained to compute various outputs—such as heat maps corresponding…

Apparatuses, systems, and techniques of using one or more machine learning processes (e.g., neural network(s)) to predict occupancy using an image input. In at least one embodiment, image data is processed using a neural network to predict occupancy in a 3D voxel space. In at least one embodiment…

In various examples, geometries associated with one or more paths in an environment may be efficiently tracked and/or predicted using recursive models. For instance, the disclosed systems and methods may use Kalman filters to track and predict control points corresponding to Bezier curves (e.g., 2D…

In various examples, probabilistic-based techniques may be used to predict intended paths of machines through an environment. For instance, various input data from perception systems, localization systems, mapping systems, and/or other sources of data may be used to determine occupant intent and…

If China invades Taiwan and cuts off its chip exports to American companies, the tech industry and the U.S. economy would be crippled.

Major indexes have mostly been treading water for months, as investors’ exuberance for artificial intelligence wears off.

In various examples, updating pose graphs using versioned data for autonomous and/or semi-autonomous systems and applications is described herein. Systems and methods herein may generate and/or update a pose graph (e.g., a pose map) associated with an environment, where the pose graph indicates…

In various examples, augmenting camera-based maps with sensor reflection information for autonomous and/or semi-autonomous systems and applications is described herein. Systems and methods described herein may augment map data representing a camera-based map using another type of data, such as…

In various examples, performing incremental map updates using versioned data for autonomous and/or semi-autonomous systems and applications is described herein. Systems and methods described herein may update portions of a map using data (e.g., sensor data, processed data, etc.) that is obtained at…