Abstract: A first image can be acquired from a first sensor included in a vehicle and input to a deep neural network to determine a first bounding box for a first object. A second image can be acquired from the first sensor. Input latitudinal and longitudinal motion data from second sensors included in the vehicle corresponding to the time between inputting the first image and inputting the second image. A second bounding box can be determined by translating the first bounding box based on the latitudinal and longitudinal motion data. The second image can be cropped based on the second bounding box. The cropped second image can be input to the deep neural network to detect a second object. The first image, the first bounding box, the second image, and the second bounding box can be output.

Abstract: Disclosed herein is an efficacious process for preparation of highly purified Glycopyrrolate tosylate in high yield. The process is being cost effective, environment friendly and easily scalable to high volume industrial production.

Abstract: A system and method for automating and improving data extraction from a variety of document types, including both unstructured, structured, and nested content, is disclosed. The system and method incorporate an intelligent machine learning model that is designed to intelligently identify chunks of text, map the fields in the document, and extract multi-record values. The system is designed to operate with little to no human intervention, while offering significant gains in accuracy, data visualization, and efficiency. The architecture applies customized techniques including density-based adaptive text clustering, tabular data extraction based on hierarchical intelligent keyword searches, and natural language processing-based field value selection.

Abstract: Systems and methods include establishing a control channel of a tunnel utilizing a first encryption technique, wherein the tunnel is between a local node including one or more processors and a remote node, and wherein the control channel includes a session identifier; establishing a data channel of the tunnel utilizing a second encryption technique, wherein the data tunnel is bound to the control channel based on the session identifier; performing, over the control channel, device authentication and user authentication of one or more users associated with the remote node, wherein each of the one or more users includes a user identifier; and, subsequent to the device authentication and the user authentication, exchanging data packets over the data channel with each data packet including a corresponding user identifier. The first encryption technique can be one of TLS and SSL, and the second encryption technique can be one of TLS and DTLS.

Abstract: Techniques are provided for implementing omnichannel messaging. A set of application programming interfaces are utilized to create a set of channels connected to services of a customer platform. A channel is defined to specify how the channel is to interact with a service of the customer platform. Flows are formatted and defined for sending and receiving messages across the set of channels based upon native messaging experiences provided by the services of the customer platform. Flows are formatted and defined for viewing and interacting with the messages based upon a set of contexts for viewing and interacting with the messages through the services. The flows are executed for processing messages.

Abstract: Various embodiments are described herein for a system and a method for assessing a risk of ventricular arrhythmias for a patient. For example, the method may comprise receiving ECG data obtained from the patient; analyzing the ECG data to detect abnormal QRS peaks; determining the risk of ventricular arrhythmias for the patient based on the detected abnormal QRS peaks; and providing an indication of the risk of ventricular arrhythmias for the patient. The system may be configured to perform this method.

Abstract: An armrest assembly comprising a secondary armrest assembly is disclosed that can be deployed from a stowed and nested position beneath a primary armrest, with the secondary armrest assembly comprising a plurality of articulable and pivotable components, a seating assembly comprising the present armrest assembly, and vehicles configured to comprise the present armrest and seating assembly.

Abstract: Systems and methods for curation of content, such as e-learning content or online instructional materials, according to particular criteria such as the amount of pictorial representations contained therein, the amount of verbal expression contained therein, and whether the content contains a summary. Other criteria may also be employed. Users may select any one or more of these and other criteria. Content is then sorted according to the selected criteria and presented as an ordered list of content that users can select for viewing.

Abstract: Embodiments of radio frequency (RF) power connection rods are provided herein. In some embodiments, an RF power connection rod includes a first connection rod having a first connection end, a first socket end opposite the first connection end, and a first hollow portion extending from the first connection end to the first socket end; a second connection rod having a second connection end, a second socket end opposite the second connection end, and a second hollow portion extending from the second connection end to the second socket end, wherein the second connection end is adjustably coupled to the first connection end along an axial direction of the second connection rod, and wherein a gas flow path extends from one or more gas inlets of the first connection rod, through the first hollow portion to the second hollow portion, to one or more gas outlets disposed through the second connection rod; a first plug coupled to the first socket end; and a second plug coupled to the second socket end.

Abstract: A system for conditional advertising budget calibration and allocation is disclosed, including at least one user computing device in operable connection with a network. An application server is in operable communication with the user network to host an application program for providing a system for advertising budget calibration and allocation. The application program includes a user interface module for providing access to the application program through the user computing device. A machine learning engine receives a plurality data from an employee and capacity database configured to store employee capacity information and determining a bandwidth for one or more employees to allocate a budget. The system allows for the calibration of a daily budget to fill a capacity as well as allowing for the allocation of budgets between channels.

Abstract: An armrest assembly comprising a secondary armrest assembly is disclosed that can be deployed from a stowed and nested position beneath a primary armrest, with the secondary armrest assembly comprising a plurality of articulable and pivotable components, a seating assembly comprising the present armrest assembly, and vehicles configured to comprise the present armrest and seating assembly.

Abstract: A system for integrating advertising with third-party platforms is disclosed, including at least one user computing device in operable connection with a network. An application server is in operable communication with the user network to host an application program for providing a system for integrating advertising with one or more third-party platforms. The application program having a user interface module for providing access to the application program through the user computing device. An ID generation module generates a unique click IDs for an online advertisement and a capture module to capture an IP address and unique calls.

Abstract: In embodiments, systems and apparatus comprise a bracket having a through hole configured to receive a first connector connected to a panel spaced from the bracket, the bracket movable between first and second positions; a switch mountable on the panel, the switch having first and second switch positions; and at least one compression spring extending from the bracket to bias the bracket into the first position spaced away from the switch. When the bracket is in the first position, the switch is in the first switch position, and when the bracket is in the second position, the bracket engages and actuates the switch into the second switch position. The bracket is movable into the second position to engage and actuate the switch by coupling a second connector to the first connector. The switch is configured to trigger a signal indicating that the first connector is connected to the second connector.

Abstract: Miscanthus x giganteus is a widely recognized bioenergy crop that finds potential applications in a biorefinery for the production of a wide range of biofuels and biochemicals. This disclosure focuses upon the quantification of the total anthocyanin concentration in miscanthus. Hydrothermal pretreatment was studied for recovering anthocyanins in the pretreatment liquor. The optimized pretreatment conditions (170° C., 10 min) led to a recovery of 94.3±1.5% w/w of the total anthocyanin concentration and also improved the enzymatic digestibility of the biomass, allowing recovery of 70.6±0.5% w/w of glucose at the end of 72 h of enzymatic saccharification. The sugar monomers obtained after the enzymatic hydrolysis of the pretreated biomass could be used for the production of biofuels or biochemicals in an integrated biorefinery.

Abstract: The disclosure provides various methods for separating and recovering free fatty acids crude oil containing free fatty acids using certain ion-exchange resins to reduce the amount of free fatty acids in the crude oil to 3% or less such that the resultant oil is useable in downstream chemical processes. After separation and removal of the free fatty acids form the crude oil, the ion-exchange resin is reusable in further free fatty acid separation reactions.

Abstract: Aspects of the disclosure relate to intelligently managing invoice processing using blockchain and mixed reality applications. The computing platform may receive invoices and may analyze the invoices to determine a priority order in which the invoices should be processed. The computing platform may use an auto-matching algorithm to identify errors within the invoice and to generate proposed solutions to fix the errors. The computing platform may transmit the invoice to an enterprise organization for modifications and may receive, from the enterprise organization, confidential data including a modified invoice. The computing platform may receive, from an entity associated with a transaction indicated on the invoice, a request to access the modified invoice using a mixed reality application. The computing platform may receive, from the entity and based on the entity's review of the modified invoice using the mixed reality application, approval to execute the modified invoice.

Abstract: The present invention relates to a method of determining stock in an inventory. The method comprises obtaining one or more images comprising one or more objects. Further, estimating a three dimensional (3D) location of a Stock Keeping Unit (SKU) marker associated with each of one or more visible objects. Furthermore, determining a stacking pattern of the one or more objects for each level on the pallet using one of the 3D location of SKU marker and a learning model. Thereafter, detecting at least one of presence or absence of one or more undetected objects at each level based on the stacking pattern and the 3D location of the SKU marker. Finally, determining the stock in the inventory based on the presence or the absence of the one or more undetected objects and the one or more visible objects.

Abstract: The present disclosure provides a method for producing cornstarch, which can efficiently produce cornstarch by using grain dust as a raw material and can suppress wear of equipment.

Abstract: The disclosure provides various methods for separating and recovering free fatty acids crude oil containing free fatty acids using certain ion-exchange resins to reduce the amount of free fatty acids in the crude oil to 3% or less such that the resultant oil is useable in downstream chemical processes. After separation and removal of the free fatty acids form the crude oil, the ion-exchange resin is reusable in further free fatty acid separation reactions.

Abstract: Embodiments of the present disclosure relate to a substrate transfer device having a contactless latch and contactless coupling providing the ability to lock and unlock the substrate transfer device at atmospheric and vacuum pressure with without particle generation at a base of the substrate transfer device, the contactless latch, and the contactless coupling. The substrate transfer device includes a lid having one or more lid grooves, a base having one or more base grooves, and a rotation member rotatably coupled to the lid. Each flange of one or more flanges of the substrate transfer device is rotatable in aligned lid grooves and base grooves, and each flange of the one or more flanges has an arm with a ferromagnetic material coupled thereto. The base is coupled to the lid when the ferromagnetic material of the arm is aligned and spaced from a magnetic material of a slot of the one or more base grooves.