Abstract: Systems and methods for automatically detecting, classifying, and processing objects captured in an images or videos are provided. In one embodiment, the system receives an image from an image source and detects one or more objects in the image. The system performs a high-level classification of the one or more objects in the image. The system performs a specific classification of the one or more objects, determines a price of the one or more objects, and generates a pricing report comprising a price of the one or more objects. In another embodiment, the system captures at least one image or video frame and classifies an object present in the image or video frame using a neural network. The system adds the classified object and an assigned object code to an inventory and processes the inventory to assign the classified object a price.

Abstract: The disclosed technology generally relates to methods for forming coatings on metal substrates to promote adhesion between the metal substrate and an elastomer layer. In one aspect, a method of forming the coated article includes providing a meal substrate, preparing a sol mixture for forming a ceramic coating, depositing the sol mixture onto a surface of the metal substrate, and then heating the metal substrate and sol mixture to form the ceramic coating. Preparing the sol mixture comprises preparing a first transition metal sol, a second transition metal sol, a metalloid sol, and then mixing the first transition metal sol, the second transition metal sol, and the metalloid sol together.

Abstract: A casement window hinge provides a shoe sliding on a track to support a sash arm. The shoe is held captive within the track against outward movement by a T-bar extending rearwardly from the shoe and retained by upwardly and downwardly extending flanges from the track.

Abstract: A casement window hinge provides a shoe sliding on a track to support a sash arm. The shoe is held captive within the track against outward movement by a T-bar extending rearwardly from the shoe and retained by upwardly and downwardly extending flanges from the track.

Abstract: An outdoor sign, which can be formed in a any desired shape corresponding to a sports team logo, political party logo or an event mascot. The outdoor sign has a planar front panel and a planar back panel securable in parallel relationship with their inner surfaces facing each other. The back panel has a total surface area greater than the front panel. The inner surface of the back panel is formed light-reflective to reflect the light generated by light members secured to the inner surface of the front panel. An upright support is detachably securable to the front panel and the back panel to support the sign above the ground.