Abstract: An artificial intelligence system for identifying attributes in an image. The system may include a processor in communication with a client device; and a storage medium. The storage medium may store instructions that, when executed, configure the processor to perform operations including: extracting first features; categorizing the first images in a first group or a second group; modifying first metadata associated with each image in the first images to include a binary label; calculating a classification function; classifying a second plurality of images using the classification function; extracting second features from the second images classified in the first group; categorizing the second images in the first group by attribute; calculating an attribute identification function that identifies attributes of the second images; and identifying at least one attribute associated with a client image using the attribute identification function, the client image being received from the client device.

Abstract: Systems and methods for presenting an augmented reality view are disclosed. Embodiments include a system with a database for personalizing an augmented reality view of a physical environment using at least one of a location of a physical environment or a location of a user. The system may further include a hardware device in communication with the database, the hardware device including a renderer configured to render the augmented reality view for display and a controller configured to determine a scope of the augmented reality view authenticating the augmented reality view. The hardware device may include a processor configured to receive the augmented reality view of the physical environment, and present, via a display, augmented reality content to the user while the user is present in the physical environment, based on the determined scope of the augmented reality view.

Abstract: An electrode for use in a deionization apparatus includes a conductive material that is in a granular form and is arranged in a layer that is defined by a first face and a second face. The electrode includes a substrate that is disposed against the first face, and a first member that is disposed against the second face and is formed to permit a fluid to pass through the first member and into contact with the granular conductive material to permit absorption of ions by the granular conductive material.

Abstract: An improved camper shell that is collapsible and portable. The shell consists of a cover that is positioned over a shell frame. The shell frame is formed by a plurality of components, preferably formed of steel, that are fitted together for use and that may be stored within the cover when not in use. The main frame components include bottom supports, vertical supports coupled thereto, and cross-members. Preferably, the bottom supports and cross-members are adjustable in length, to fit a plurality of truck bed sizes. The frame preferably angles downward from rear to front, for drainage and other purposes.

Abstract: A warewashing machine has a washing chamber with an enlarged height to increase the chamber's capacity without increasing the warewashing machine's surface area, and has collapsible doors to facilitate larger openings to the enlarged washing chamber. The larger openings and enlarged capacity allow the warewashing machine to wash oversized wares. The collapsible doors allow the full access to the enlarged openings without significantly increasing the minimum height of the ceiling over the warewashing machine. The warewashing machine door also includes a pivoting handle with an downward curving arcuate section to allow the operator to easily reach the handle when the door is fully opened.

Abstract: According to the present invention there is provided a removable camper shell apparatus for covering the bed of a pick up truck. The camper shell apparatus consists of a generally rectangular frame made of a plurality of interconnected tubular pipe members having a plurality of biasing members extending downwardly thereform. Biasing members removably couple and secure the frame to the walls of the bed of a pick up truck. A canvas, nylon or other weather-proof cover is provided and configured to fit over the frame. A continuous cord is disposed along the lower perimeter of the cover and attaches to the body of the truck by a series of hooks or removable securing devices.