Abstract: An accelerator includes a memory, a compute zone to receive an encrypted workload downloaded from a tenant application running in a virtual machine on a host computing system attached to the accelerator, and a processor subsystem to execute a cryptographic key exchange protocol with the tenant application to derive a session key for the compute zone and to program the session key into the compute zone. The compute zone is to decrypt the encrypted workload using the session key, receive an encrypted data stream from the tenant application, decrypt the encrypted data stream using the session key, and process the decrypted data stream by executing the workload to produce metadata.

Abstract: The present invention discloses a food detection and identification method based on deep learning, which realizes food positioning and identification by a deep convolutional network. The method comprises: firstly, training a general multi target positioning network and a classification network by using food pictures; secondly, inputting the results of the positioning network into the classification network; finally, providing a classification result by the classification network. The method uses two deep convolutional networks with different functions to respectively detect and identify the food, which can effectively reduce the labeling cost of the food and improve the accuracy of positioning and identification.

Abstract: The present invention discloses a food detection and identification method based on deep learning, which realizes food positioning and identification by a deep convolutional network. The method comprises: firstly, training a general multi target positioning network and a classification network by using food pictures; secondly, inputting the results of the positioning network into the classification network; finally, providing a classification result by the classification network. The method uses two deep convolutional networks with different functions to respectively detect and identify the, food, which can effectively reduce the labeling cost of the food and improve the accuracy of positioning and identification.

Abstract: The present disclosure provides systems, methods, and devices for operating a vehicle, such as a self-balancing vehicle, using a steering member and/or a braking member. A resistance to movement of the steering member may be controllable based upon an operating state or change thereof of the vehicle. The braking member may control a resistance to motion of at least one of at least two wheels of the vehicle based upon an operating state or change thereof of the vehicle.

Abstract: The present disclosure provides systems, methods, and devices for operating a vehicle, such as a self-balancing vehicle, using a steering member and/or a braking member. A resistance to movement of the steering member may be controllable based upon an operating state or change thereof of the vehicle. The braking member may control a resistance to motion of at least one of at least two wheels of the vehicle based upon an operating state or change thereof of the vehicle.

Abstract: The present invention relates to a two-wheel electric vehicle, comprising: a frame (1); a housing (3) connected to the frame (1); one front wheel (2) and one rear wheel (6); and a gyroscope device (5), the gyroscope device (5) comprises a flywheel (13); and a control system (10), the control system (10) controlling a precession angular speed of the flywheel (13) within a period during which the two-wheel electric vehicle is started but does not run, a period during which the two-wheel electric vehicle runs normally or a period during which the two-wheel electric vehicle steers, to keep balance of a vehicle body. The two-wheel electric vehicles solves the technical problem existing in the prior art of poor stability of the two-wheel electric vehicle.

Abstract: The present disclosure provides systems, methods, and devices for providing stability to a vehicle using one or more auxiliary support members on the vehicle, such as lateral sides of the vehicle. The auxiliary support members may extend away from the vehicle body to approach and/or touch a support surface and provide stability and in some cases additional centripetal force to facilitate steering of the vehicle. The auxiliary support members may also retract towards the vehicle.

Abstract: The present disclosure provides systems, methods, and devices for providing stability to a vehicle using one or more auxiliary support members on the vehicle, such as lateral sides of the vehicle. The auxiliary support members may extend away from the vehicle body to approach and/or touch a support surface and provide stability and in some cases additional centripetal force to facilitate steering of the vehicle. The auxiliary support members may also retract towards the vehicle.

Abstract: Transgenic mice whose germ cells and somatic cells contain a simian SV40 T-oncogene operably linked to the promoter of the retinoblastoma susceptibility (RB) gene effective for expression of the T-oncogene in somatic cells of the mouse under control of the promoter spontaneously develop tumors of the ocular tissues as well as osteosarcomas and soft-tissue sarcomas. Such transgenic mice are useful as sources of tissue cultures of tumor cells and as animal models for the occurrence of osteosarcomas and soft-tissue sarcomas in humans and other animals.