Abstract: Systems and methods for image processing are described. The systems and methods include receiving a plurality of frames of a video at an edge device, wherein the video depicts an action that spans the plurality of frames, compressing, using an encoder network, each of the plurality of frames to obtain compressed frame features, wherein the compressed frame features include fewer data bits than the plurality of frames of the video, classifying, using a classification network, the compressed frame features at the edge device to obtain action classification information corresponding to the action in the video, and transmitting the action classification information from the edge device to a central server.

Abstract: An invert emulsion drilling fluid, and a method of drilling with such fluid, having improved rheology at low mud weights and high temperatures. The improved rheology is effected with addition of hydrophobic amines, most preferably dimer diamines.

Abstract: The present invention provides a passivation formulation and a process for forming trivalent chromium-based passivation film on zinc and zinc alloys. The passivation film incorporates nano-ceramic particles resulting in higher corrosion resistance as compared to a trivalent chromium passivation film without nano-sized ceramic particles.

Abstract: An invert emulsion drilling fluid, and a method of drilling with such fluid, having improved rheology at low mud weights and high temperatures. The improved rheology is effected with addition of hydrophobic amines, most preferably dimer diamines.

Abstract: The present invention provides a convenient and efficient process for the preparation of O-desmethylvenlafaxine (ODV), comprising the reaction of venlafaxine, or a salt thereof, with a thiol reagent such as a dithiol, an aminothiol or an inorganic thiol. The present invention also provides a process for purifying ODV base, said process comprising the steps of mixing crude ODV base with an alcohol to form a suspension and adding acid followed by base to generate ODV base with high purity.

Abstract: A capacitor bank monitor apparatus for monitoring a state of a common ground connected to a capacitor bank comprises a sensor that that can be coupled to the common ground for collecting measurements relating to the state of the common ground. The monitor also comprises a controller that is logically coupled to the sensor for receiving the measurements and determining whether a fuse on the capacitor bank has opened. The ground monitor also comprises a communications facility that is logically coupled to the controller for communicating a notification that the fuse has opened. The communications facility may comprise a cellular communications device. The ground monitor also may comprise a filter that is electrically connected to the sensor and the controller. The ground monitor also may comprise memory that is logically coupled to the controller for storing at least one state of the common ground.

Abstract: A vehicle storage structure includes a removable storage structure that is secured to a passenger compartment floor of a passenger vehicle. A first compartment lid is movably supported on the storage structure to move between an open position and a closed position. A seat is operably fixed to the passenger compartment floor with at least a first seat portion of the seat being movable between a compartment lid covering position and a compartment lid exposing position. The first compartment lid is movable from the closed position to the open position when the first seat portion is in the compartment lid exposing position.

Abstract: A vehicle storage structure includes a removable storage structure that is secured to a passenger compartment floor of a passenger vehicle. A first compartment lid is movably supported on the storage structure to move between an open position and a closed position. A seat is operably fixed to the passenger compartment floor with at least a first seat portion of the seat being movable between a compartment lid covering position and a compartment lid exposing position. The first compartment lid is movable from the closed position to the open position when the first seat portion is in the compartment lid exposing position.

Abstract: A vehicle body structure includes a storage box installed in a location within the vehicle that is originally arranged and configured to receive a rear passenger's seat. The storage box has an upper opening and a cargo cavity that extends downwardly from the upper opening below an upper surface of the vehicle floor. A storage cover overlies the upper opening of the storage box. The storage cover has first and second lids. The first lid is arranged to move between a closed position covering a forward area of the cargo cavity and an open position exposing the forward area of the cargo cavity to the side access opening. The second lid is arranged to move between a closed position covering a rearward area of the cargo cavity and an open position exposing the rearward area of the cargo cavity to the rear access opening.

Abstract: A vehicle body structure includes a storage box installed in a location within the vehicle that is originally arranged and configured to receive a rear passenger's seat. The storage box has an upper opening and a cargo cavity that extends downwardly from the upper opening below an upper surface of the vehicle floor. A storage cover overlies the upper opening of the storage box. The storage cover has first and second lids. The first lid is arranged to move between a closed position covering a forward area of the cargo cavity and an open position exposing the forward area of the cargo cavity to the side access opening. The second lid is arranged to move between a closed position covering a rearward area of the cargo cavity and an open position exposing the rearward area of the cargo cavity to the rear access opening.

Abstract: A surge arrester having electrical connections to a source of power and to electrical ground is retrofitted with a spark gap assembly to improve performance of the surge arrester. This is accomplished by a providing a spark gap module including at least one spark gap assembly sealed within a housing, disconnecting an electrical connection of the surge arrester, and connecting the spark gap module between the electrical connection and the surge arrester.