Abstract: A hub electrically connected to an electronic equipment and at least a portable device located in external environment is provided. The hub includes a first connector, at least a second connector, and a first DC/DC converter. The first connector is electrically connected to the electronic equipment, the second connector is electrically connected to the portable device. Data transmission between the portable device and the electronic equipment mutually is via the signal transmission line, the first connector, and the second connector. An input terminal of the first DC/DC converter is electrically connected to the electronic equipment, and an output terminal of the first DC/DC converter is electrically connected to the portable device, the first DC/DC converter is applied to output stable voltage to the portable device.

Abstract: Embodiments of the present disclosure relate to a new approach for image orientation detection. In the computer-implemented method, at least one character area in an image is sampled. The orientation of the sampled character area is determined, and the orientation of the image is determined based on the determined orientation of the sampled character area.

Abstract: The hub is electrically connected to a first electronic device and a display outside the hub. The hub comprises a circuit board, a MCU, a front type-C transmission line, a first USB type-C output terminal, a first input controller, a first output controller, a first output multiplexer and a USB hub processor. The front type-C transmission line comprises a power transmission line, a first data transmission line set and a second data transmission line set. The first USB type-C output terminal is electrically connected between the power transmission line and the first type-C transmission line. The first input controller is disposed on the circuit board and electrically connected to the MCU and the first electronic device. The first output controller is disposed on the circuit board and electrically connected between the MCU and the first USB type-C output terminal. A connecting status of the first type-C transmission line and the first USB type-C output terminal is detected by the first output controller.

Abstract: Techniques are provided for providing a local computation service on client device authorized by a remote service provider while keeping local data private from the remote service provider. In one example, a computer-implemented method comprises transmitting, by a device operatively coupled to a processor, a homomorphic encryption public key and homomorphically encrypted input data to a service provider. The computer-implemented method also comprises receiving, by the device from the service provider, a homomorphically encrypted signature generated based on the homomorphic encryption public key, the homomorphically encrypted input data, and a homomorphic encryption equivalent defined function.

Abstract: A method, system, and computer program storage product determine determining a trajectory information type of a receipt submitted by an employee. Trajectory information associated with the receipt submitted by the employee is retrieved based on the trajectory information type. Trajectory information corresponding to a device associated with the employee is also retrieved. The receipt is determined as a valid receipt in response to the trajectory information associated with the receipt submitted by the employee matching the trajectory information associated with the device associated with the employee.

Abstract: Techniques for neural network training are provided. One computer-implemented method comprises: obtaining, by an electronic device operatively coupled to a processing unit, based on a similarity between two images, a first image and a second image. The computer-implemented method also comprises training, by the electronic device, a neural network based on the first image and the second image such that a distance between a first vector and a second vector generated respectively from the first image and the second image in the trained neural network is associated with the similarity.

Abstract: A hub electrically connected to an electronic equipment and at least a portable device located in external environment is provided. The hub includes a first connector, at least a second connector, and a first DC/DC converter. The first connector is electrically connected to the electronic equipment, the second connector is electrically connected to the portable device. Data transmission between the portable device and the electronic equipment mutually is via the signal transmission line, the first connector, and the second connector. An input terminal of the first DC/DC converter is electrically connected to the electronic equipment, and an output terminal of the first DC/DC converter is electrically connected to the portable device, the first DC/DC converter is applied to output stable voltage to the portable device.

Abstract: Techniques for model based data processing are proposed. In one example, a computer-implemented method is as follows. A first model is determined from a first category of data processing models and a second model is determined from a second category of data processing models. The second category can be different from the first category in some instances. Performance of a first combined model of the first and second models can be compared with performance of the first model. A target model for processing data can be selected from the first combined model and the first model based on the comparing.

Abstract: Embodiments of the present disclosure provide method, system and computer program product for privacy preserving smart metering. According to one embodiment of the present disclosure, a plurality of customer-encrypted meter readings are received, each of the plurality of customer-encrypted meter readings being encrypted by a customer using a customer key, then a summation of customer keys is obtained, next the plurality of customer-encrypted meter readings are summed, and the summation of the plurality of customer-encrypted meter readings is decrypted based on the obtained summation of customer keys.

Abstract: The present invention relates to a handheld aroma diffuser having a body. The body has a body housing, a protective rear casing and a battery protecting casing that are respectively connected to the body housing in a detachable manner. A placing groove and a battery groove are disposed on the body housing. An atomizing device is contained in the placing groove. A battery device is contained in the battery groove, and the battery device is electrically connected to the atomizing device. The protective rear casing covers the placing groove, and the battery protecting casing covers the battery groove. A mist discharge orifice communicated with the placing groove is disposed on the body housing and connected to the diffusion orifice of the atomizing device in an abutted manner. The atomizing device of the present invention is replaceable to lengthen the service life of the aroma diffuser and reduce use cost.

Abstract: The present disclosure illustrates a power converter electrically connected between an external power supply and an electronic device. The electronic device has a first power-inputted terminal. The power converter includes a capacitor, a switch and an inrush-current-limit circuit. The capacitor is electrically connected to the external power supply. The switch has an input terminal electrically connected to an output terminal of the capacitor, and an output terminal electrically connected to the first power-inputted terminal A first voltage detector has an output terminal electrically connected to the switch and configured to detect an output voltage of the capacitor. When the first voltage detector detects that an input voltage of the switch is higher than a first preset voltage, the switch is set in a conductive status.