Abstract: In one embodiment, a method includes obtaining candidate data generated by a vehicle. The candidate data comprises a subset of sensor data identified based on a set of neural network models executing on the vehicle. The method also includes determining whether the candidate data can be associated with one or more categories of a set of categories for training data based on a set of categorization models. The method further includes associating the candidate data with the first category in response to determining that the candidate data can be associated with at a first category of the set of categories. The method further includes determining whether the candidate data can be associated with a second category. The set of categories lacks the second category. The method further includes including the second category in the set of categories in response to determining that the candidate data can be associated with the second category.

Abstract: Technologies and techniques for operating a sensor system. First sensor data is received that is generated using a first sensor. Second sensor data is received that is generated using a second sensor, wherein the first sensor data includes a first operational characteristic capability, and the second sensor data includes a second operational characteristic capability. A machine-learning model may be trained/applied, wherein the machine-learning model is trained to output the second sensor data based on input of the first sensor data. New sensor data is generated using the applied machine-learning model. A loss function may be applied to the new sensor data to determine the accuracy of the new sensor data relative to the first sensor data and the second sensor data.

Abstract: In one embodiment, a method includes obtaining candidate data generated by a vehicle. The candidate data comprises a subset of sensor data identified based on a set of neural network models executing on the vehicle. The method also includes determining whether the candidate data can be associated with one or more categories of a set of categories for training data based on a set of categorization models. The method further includes associating the candidate data with the first category in response to determining that the candidate data can be associated with at a first category of the set of categories. The method further includes determining whether the candidate data can be associated with a second category. The set of categories lacks the second category. The method further includes including the second category in the set of categories in response to determining that the candidate data can be associated with the second category.

Abstract: System for providing interactive two-way audio in desktop virtualization environment, the desktop virtualization environment comprising a desktop virtualization server computer and desktop virtualization client endpoint device with associated microphone element. The system incorporates instance of server software for running on a desktop virtualization server and providing interactive user interface functions to associated desktop virtualization client endpoint device; and instance of endpoint software executing on the desktop virtualization endpoint device including a network port, the instance of endpoint software receiving an incoming real-time video stream from the network port and providing at least real-time and display functions on the desktop virtualization client endpoint device.

Abstract: System for providing interactive two-way audio in desktop virtualization environment, the desktop virtualization environment comprising desktop virtualization server computer and desktop virtualization client endpoint device with associated microphone element. The system incorporates instance of server software executing on the desktop virtualization server and providing interactive user interface functions to associated desktop virtualization client endpoint device; and instance of endpoint software executing on the desktop virtualization client endpoint device including network port, the instance of endpoint software receiving an incoming real-time audio stream from the network port and providing real-time and audio playback functions on the desktop virtualization client endpoint device.

Abstract: Method for implementing a software application in networked desktop virtualization environment, desktop virtualization environment including desktop virtualization server and desktop virtualization endpoint device, both in communication with one another over network.

Abstract: System for providing interactive two-way video in desktop virtualization environment, desktop virtualization environment comprising a desktop virtualization server computer and a desktop virtualization client endpoint device with associated video camera. The system includes server software for running on a desktop virtualization server and providing at least interactive user interface functions to the desktop virtualization client endpoint device and endpoint software for running on the desktop virtualization endpoint device comprising a network port, the at least one instance of endpoint software receiving an incoming real-time video stream from the network port and providing at least real-time and display functions on the desktop virtualization client endpoint device.

Abstract: System for providing interactive two-way real-time media in a desktop virtualization environment including a desktop virtualization server computer and a desktop virtualization endpoint device with video camera.

Abstract: System for providing interactive two-way real-time media in a desktop virtualization environment including a desktop virtualization server computer and a desktop virtualization endpoint device with video camera.

Abstract: System for providing interactive two-way video in desktop virtualization environment, desktop virtualization environment comprising a desktop virtualization server computer and a desktop virtualization client endpoint device with associated video camera. The system includes server software for running on a desktop virtualization server and providing at least interactive user interface functions to the desktop virtualization client endpoint device and endpoint software for running on the desktop virtualization endpoint device comprising a network port, the at least one instance of endpoint software receiving an incoming real-time video stream from the network port and providing at least real-time and display functions on the desktop virtualization client endpoint device.

Abstract: A system for providing interactive two-way real-time media in desktop virtualization environment, the desktop virtualization environment comprising at least one desktop virtualization server computer and at least one desktop virtualization client endpoint device with an associated video camera.

Abstract: Method for implementing a software application in networked desktop virtualization environment, desktop virtualization environment including desktop virtualization server and desktop virtualization endpoint device, both in communication with one another over network.

Abstract: System for providing interactive two-way audio in desktop virtualization environment, the desktop virtualization environment comprising desktop virtualization server computer and desktop virtualization client endpoint device with associated microphone element. The system incorporates instance of server software executing on the desktop virtualization server and providing interactive user interface functions to associated desktop virtualization client endpoint device; and instance of endpoint software executing on the desktop virtualization client endpoint device including network port, the instance of endpoint software receiving an incoming real-time audio stream from the network port and providing real-time and audio playback functions on the desktop virtualization client endpoint device.