Abstract: Systems and method for providing tier selection for data based on a weighted flash fragmentation factor. A weighted flash fragmentation factor is determined indicating a severity of fragmentation in a non-volatile storage based on a logical block address range in a logical-to-physical mapping table for data from a host device to be stored in the tiered data storage system. The factor is shared with the host device to determine a tier selection. The data is stored according to the tier selection based on the factor.

Abstract: Systems, methods, and non-transitory computer-readable media can be configured to determine a video embedding for a video content item based at least in part on a first machine learning model. A set of music embeddings can be determined for a set of music content items based at least in part on a second machine learning model. The set of music content items can be ranked based at least in part on the video embedding and the set of music embeddings.

Abstract: An integrated circuit (IC) device and a method for communicating test data utilizes test control circuitry, and a test controller. The test controller is coupled with the test control circuitry and decodes packetized test pattern data to identify configuration data for the test controller and test data for the test control circuitry. The test controller further communicates the test data to the test control circuitry, and packetizes resulting data received from the test control circuitry. The resulting data corresponds to errors identified by a test performed based on the test pattern data.

Abstract: The present teaching relates to method and system for an assembly for protecting a sensor. The assembly includes a first structure having a rectangular prism and connected with a truncated tube, wherein the rectangular prism and the truncated tube have parallel longitudinal axes and the tube is truncated to yield a cross section having a norm that forms an angle with the longitudinal axis of the truncated tube and a second structure of a trapezoid prism having a longitudinal axis parallel to the longitudinal axes and with the first structure embedded therein. The second structure has a slanted surface in the front that meets the cross section of the truncated tube and has the norm of the cross section.

Abstract: An illustrated view of an exemplary nail and foot care apparatus for foot maintenance and treatment is presented. The footcare apparatus 100 comprises a support stand 200, a footrest 300, a tray 400, a storage box 510, one or more battery banks 520, a light 530, a fan 540, a mobile holder 423. The footrest, the tray, the storage box, the battery banks, the light, and the fan are configured to detachably coupled together and rest on the adjustable, foldable support stand. The footcare apparatus provides convenient access to foot and toes part, without the help of others. It can be used for treatment of the foot and leg of a patient at hospital and clinics. Enables easy cleaning of the clippings, treatment wastes with detachable tray. It is provided with number of storage options during and after use, to keep the pedicure tools, cosmetics and electronic gadgets.

Abstract: The present disclosure relates to computer implemented methods and systems for processing of workorder evidence. The workorder has associated objects of interest and metadata describing at least one workorder attribute. Workorder evidence to be processed comprises an image. The image is validated to assess whether the image is associated with the workorder. Validation comprises one or both of comparing image attributes to workorder attributes to detect a match, and comparing the image to previous images to ensure that the image is not a match for a previous image. The system or method detects whether an object of interest is depicted in the image using an object detection algorithm. The workorder evidence is classified depending on whether the image is detected as valid and the object or interest is detected in the image.

Abstract: In one or more embodiments, a method comprises receiving, at a processor, sensor data from a sensor at a vehicle that is moving while in an autonomous mode. A position and an orientation of the vehicle based on the sensor data is determined at the processor. A lateral deviation of the vehicle from a planned path based on the position and the orientation of the vehicle while the vehicle is moving in the autonomous mode is calculated at the processor. In response to the lateral deviation exceeding a predefined lateral deviation threshold, the autonomous mode is disengaged.

Abstract: Systems and methods for managing displays on video communication devices are disclosed. A video communication session is established to a remote device. A video signal is received from the remote device. Images from the video signal are shown on the display. A blur command is received from a user of the video communication device or automatically based on a set of rules. At least a portion of the images on the display are blurred in response to the blur command. The blurring may comprise, blurring one or more objects in a background of the images, blurring one or more faces in the images, and/or blurring static background objects in the images.

Abstract: Insulin injection syringes are disclosed that include two types of components, namely, durable components that that do not contact the fluid path and can be reused, and disposable or single-use components that contact the fluid path and are not reused. The durable components do not contact the fluid path so that sterility is not affected. Two different syringe components include a reusable outer sleeve containing scale markings for the syringe and a reusable syringe plunger are provided as durable components in embodiments of the present invention. Syringes manufactured according to the present invention can employ one or both of these durable components. Methods for making, using and packaging such syringes are also disclosed.

Abstract: Techniques for user state for user image in media content are described and are implementable to enable a user state of a user to be determined and to control whether a user image is included in media content based on the user state. Generally, the described implementations enable different user states to be defined and utilized to control inclusion of user images with media content.

Abstract: The present teaching relates to method, system, medium, and implementation for sensor protection. It is determined whether a cleaning operation needs to be applied to a portion of a sensor assembly deployed on a vehicle and hosting a sensor therein to acquire information of a surrounding through the portion to facilitate autonomous driving. If the cleaning operation is to be applied, at least one type of cleaning is selected to be carried out by one or more devices mounted on the sensor assembly with respect to the portion. For each of the devices, needed control signal is generated for activating the device to perform a cleaning task the device is configured for and sent to the device to clean the certain portion of the sensor assembly in order to prevent degradation in the information acquired by the sensor through the portion.

Abstract: Novel techniques are described for lock-free sharing of a circular buffer. Embodiments can provide shared, lock-free, constant-bitrate access by multiple consumer systems to a live stream of audiovisual information being recorded to a circular buffer by a producer. For example, when a producer system writes a data stream to the circular buffer, the producer system records shared metadata. When a consumer system desires to begin reading from the shared buffer at a particular time, the shared metadata is used to compute a predicted write pointer location and corresponding dirty region around the write pointer at the desired read time. A read pointer of the consumer system can be set to avoid the dirty region, thereby permitting read access to a stable region of the circular buffer without relying on a buffer lock.

Abstract: Examples described herein include systems and methods for contextually providing automated device enrollment into a management system. A management application on a user device can receive network settings for connecting to a local server. The network settings can be preconfigured by an administrator. The management application can cause the user device to send an enrollment request and a device identifier to the local server. The device identifier can be used to validate the device and provide a security token to the management application. The management application can use the security token to complete enrollment of the user device.

Abstract: Systems, methods, and software described herein manage video data processing resources for video data obtained from one or more sources. In one implementation, a management system may monitor processing requirements for the video data and computing resources available at multiple video processing locations. The management system may further allocate processing operations to the video processing locations based on the processing requirements for the video data and computing resources available at the video processing locations.

Abstract: A method for detecting and responding to snap motions. The method includes detecting a triggering event that switches a mobile device into a snap motion gesture detection state to commence a finger-snap gesture motion detection process. The method includes activating, based on detecting the triggering event, an image capturing device to capture a series of image frames of a scene and capturing, using the image capturing device, the series of image frames of the scene that includes a hand. The method includes determining, by analyzing at least two frames among the series of image frames, that a finger-snap gesture is detected in the series of image frames. The method includes executing an action corresponding to a determination that a finger-snap gesture is detected in the series of image frames.

Abstract: An apparatus includes a processor configured to be disposed with a vehicle and a memory coupled to the processor. The memory stores instructions to cause the processor to receive, at least two of: radar data, camera data, lidar data, or sonar data. The sensor data is associated with a predefined region of a vicinity of the vehicle while the vehicle is traveling during a first time period. At least a portion of the vehicle is positioned within the predefined region during the first time period. The method also includes detecting that no other vehicle is present within the predefined region. An environment of the vehicle during the first time period is classified as one state from a set of states that includes at least one of dry, light rain, heavy rain, light snow, or heavy snow, based on at least two of the sensor data to produce an environment classification. An operational parameter of the vehicle based on the environment classification is modified.

Abstract: Various implementations provide context-based action recommendations based on an incoming communication. To provide the context-based action recommendation, a computing device collects information associated with a user that can be used to generate context information. Upon receiving an incoming communication, the computing device identifies various characteristics associated with the incoming communication. In turn, the computing device analyzes the context information, using the identified characteristics, to identify context information relevant to the incoming communication. Some implementations generate an action recommendation based on the identified context information such as a purchase transaction correlated with a monetary deposit and/or determining a biometric, or vital sign of the user, and notify the user of the action recommendation.

Abstract: An electronic device, computer program product, and method are provided that automatically visually monitors a person using the electronic device to provide health recommendations. The electronic device includes display device(s) and image capturing device(s) that produces an image stream and is configured to have a field of view that incorporates a person positioned to gaze at the display devices). A controller of the electronic device identifies at least one of a position or movement of at least one body part of the person incorporated in the image stream. The controller determines whether a health recommendation is associated with the position and/or movement of the at least one body part. The controller presents a prompt at the display device(s) requesting the person to reposition the at least one body part based on the health recommendation being associated with the position and/or movement of the at least one body part.

Abstract: An electronic device, computer program product, and method are provided that automatically manages compliance by a participant during a video communication session. The electronic device communicatively connects over a network to second electronic device(s) during a video communication session. The electronic device receives image stream(s) produced respectively by an image capturing device of a corresponding second electronic device. The electronic device identifies person(s) within the image stream(s) and compares to a roster of at least one person expected to join the video communication session to produce attendance data. The electronic device determines participation data related to an amount of time that the person(s) gaze toward the image capturing device of the corresponding second electronic device. The electronic device communicates, to a host output device, the attendance data and the participation data of the person(s) during a duration of the video communication session.

Abstract: Techniques for user state for user image in media content are described and are implementable to enable a user state of a user to be determined and to control whether a user image is included in media content based on the user state. Generally, the described implementations enable different user states to be defined and utilized to control inclusion of user images with media content.