Abstract: Disclosed are systems, apparatuses, processes, and computer-readable media to capture images with subjects at different depths. A method of processing image data includes obtaining, at an imaging device, a first image of an environment from an image sensor of the imaging device; determining a region of interest of the first image based on features depicted in the first image, wherein the features are associated with the environment; determining a representative luma value associated with the first image based on image data in the region of interest of the first image; determining one or more exposure control parameters based on the representative luma value; and obtaining, at the imaging device, a second image captured based on the one or more exposure control parameters.

Abstract: Systems and methods are provided for learning classifiers for annotating a document with predicted labels under extreme classification where there are over a million labels. The learning includes receiving a joint graph including documents and labels as nodes. Multi-dimensional vector representations of a document (i.e., document representations) are generated based on graph convolution of the joint graph. Each document representation varies an extent of reliance on neighboring nodes to accommodate context. The document representations are feature-transformed using a residual layer. Per-label document representations are generated from the transformed document representations based on neighboring label attention. A classifier is trained for each of over a million labels based on joint learning using training data and the per-label document representation. The trained classifier performs highly efficiently as compared to other classifiers trained using disjoint graphs of documents and labels.

Abstract: The disclosures herein generally relate to a vehicle and more particularly, to an all-terrain utility vehicle which can perform multiple operations, in varied terrain and soil conditions, with precision and guidance. An all-terrain utility vehicle mainly includes wheel track and wheel base adjusting system, a height adjusting system, a plurality of vertical axle assemblies, a steering system, an implement position adjusting system, a master controller unit and a plurality of wheel drive motors. All the vehicle functions being controlled and guided with the help of an electronic master control module which enables optional manual, remote and autonomous operations. The electronic master control module utilizes externally acquired location data and digital maps with soil and plant information for enabling precision field operations.

Abstract: Embodiments described herein are directed to visual anomaly detection for content displayed via multi-display systems. For instance, computing devices may provide content for display by a respective display devices of a multi-display system. Each computing device provides images of the content, along with an identifier identifying the computing device as the source of the image, to a cloud-based storage system. A cloud-based visual anomaly detection system retrieves and analyzes the images from the storage system and determines whether any visual anomalies are present therein. The analysis is performed on a per-computing device basis. For instance, the system may apply a machine-learning based detection model to an image that is specific to the computing device that generated the image based on the identifier associated with the image. Upon detecting an anomaly, an automated action is performed to remediate the cause of the anomaly.

Abstract: Embodiments described herein are directed to visual anomaly detection for content displayed via multi-display systems. For instance, computing devices may provide content for display by a respective display devices of a multi-display system. Each computing device provides images of the content, along with an identifier identifying the computing device as the source of the image, to a cloud-based storage system. A cloud-based visual anomaly detection system retrieves and analyzes the images from the storage system and determines whether any visual anomalies are present therein. The analysis is performed on a per-computing device basis. For instance, the system may apply a machine-learning based detection model to an image that is specific to the computing device that generated the image based on the identifier associated with the image. Upon detecting an anomaly, an automated action is performed to remediate the cause of the anomaly.

Abstract: Methods useful for producing a solution of purified Fc peptide chains are disclosed. The methods employ protein A chromatography to separate high molecular weight, aggregated peptide chains comprising antibody Fc domains from lower molecular weight unaggregated peptide chains that also comprise antibody Fc domains. The solutions of purified Fc peptide chains obtained by the methods of the invention contain less than 5% aggregate and greater than 70% of the Fc peptide chains subjected to purification.

Abstract: An immunoliposome composition targeted to the alphaV-integrin subunit of integrin receptors comprised of ligand-targeted liposomes bearing at least one targeting-ligand derived from an antibody and having binding specificity for at least one integrin receptor comprising an alpha V subunit including ?v?1, ?v?3 ?v?5, ?v?6, or ?v?8 integrin cell receptors is described. The antibody-derived targeting ligand may be a Fab? fragment, a scFv, or the like. Binding of the immunoliposome to ?v-integrin expressing cells, preferably results in internalization of the immunoliposome for cytoplasmic delivery of a liposome-entrapped agent.

Abstract: An immunoliposome composition targeted to the alphaV-integrin subunit of integrin receptors comprised of ligand-targeted liposomes bearing at least one targeting-ligand derived from an antibody and having binding specificity for at least one integrin receptor comprising an alpha V subunit including ?v?1, ?v?3 ?v?5, ?v?6, or ?v?8 integrin cell receptors is described. The antibody-derived targeting ligand may be a Fab? fragment, a scFv, or the like. Binding of the immunoliposome to ?v-integrin expressing cells, preferably results in internalization of the immunoliposome for cytoplasmic delivery of a liposome-entrapped agent.

Abstract: A portable electronic device includes a base or first member, a flip or second member, and a hinge mechanism pivotally connecting the second member to the first member for pivotal movement between a closed position and an open position. The hinge mechanism includes a first semi-annular elongated recess and a semi-annular elongated concave member with a semi-annular elongated concave surface, the semi-annular elongated rotation member being pivotally and slidably disposed within the first semi-annular elongated recess, and the semi-annular elongated concave surface of the semi-annular elongated rotation member being exposed when the first member and the second member are in the closed position and being not exposed when the first member and the second member are in the open position.

Abstract: A portable electronic device includes a base or first member, a flip or second member, and a hinge mechanism pivotally connecting the second member to the first member for pivotal movement between a closed position and an open position. The hinge mechanism includes a first semi-annular elongated recess and a semi-annular elongated concave member with a semi-annular elongated concave surface, the semi-annular elongated rotation member being pivotally and slidably disposed within the first semi-annular elongated recess, and the semi-annular elongated concave surface of the semi-annular elongated rotation member being exposed when the first member and the second member are in the closed position and being not exposed when the first member and the second member are in the open position.

Abstract: An immunoliposome composition targeted to the alphaV-integrin subunit of integrin receptors comprised of ligand-targeted liposomes bearing at least one targeting-ligand derived from an antibody and having binding specificity for at least one integrin receptor comprising an alpha V subunit including ?v?1, ?v?3 ?v?5, ?v?6, or ?v?8 integrin cell receptors is described. The antibody-derived targeting ligand may be a Fab? fragment, a scFv, or the like. Binding of the immunoliposome to ?v-integrin expressing cells, preferably results in internalization of the immunoliposome for cytoplasmic delivery of a liposome-entrapped agent.

Abstract: Methods useful for producing a solution of purified Fc peptide chains are disclosed. The methods employ protein A chromatography to separate high molecular weight, aggregated peptide chains comprising antibody Fc domains from lower molecular weight unaggregated peptide chains that also comprise antibody Fc domains. The solutions of purified Fc peptide chains obtained by the methods of the invention contain less than 5% aggregate and greater than 70% of the Fc peptide chains subjected to purification.