Abstract: An LED step light may include a junction box. An LED step light may include an LED light head assembly, including: a clip strap, a driver box, a cover, a reflector cover, wherein the clip strap couples together the driver box, the cover, and the reflector cover. An LED step light may include a heat sink reflector, wherein the heat sink reflector is disposed within an interior of the reflector cover. An LED step light may include a pan rotation ring. An LED step light may include a ball plunger, wherein the ball plunger may be attached to the reflector cover, and may be configured to interface with the pan rotation ring to allow for rotation of the LED light head assembly. An LED step light may include a main plate. An LED step light may include a face cover plate.

Abstract: A very low profile and high light output LED light fixture is disclosed for recessed down light can retrofits and as new LED light fixture mountable to junction boxes for ceiling or wall installations, or as a dual-purpose LED light fixture consisting of a combination heat sink and integral flat flange ring unitary main die-cast housing for the attachment of at least one LED array mounted to a circuit board or a COB LED or AC dob LED module, further including at least two mounting supports for optional removable springs or clips, a pair of junction box mounting clearance holes for screws, an internal dimmable LED driver or AC driver-on-board, optional interchangeable decorative trim covers, an optional medium screw base male plug adapter, and a protective diffusion lens cover installed to the front of the LED light fixture.

Abstract: The disclosed technology provides solutions for generating accurate virtual representations of real-world environments. A process of the disclosed technology can include steps for: processing image sensor data to identify one or more images of road paint; identifying a geographic location that is associated with the one or more images of road paint; and generating, within a simulated environment corresponding to the geographic location, at least one road paint mesh object that is based on the one or more images of road paint.

Abstract: A computer-implemented method is provided for simulating sensor data acquisition. The method may include receiving simulated sensor data corresponding with a synthetic object in a simulated three-dimensional (3D) environment. The method may also include identifying an object type corresponding with the synthetic object based on a location of the synthetic object in the simulated 3D environment. The method may further include associating an intensity value with the simulated sensor data based on the object type for the synthetic object.

Abstract: The present disclosure is directed to simulating patterns of reflected radar energy off of reference objects using motion data associated with these reference objects. This motion data may identify start times, start locations, end times, and end locations of a limited number reference objects in a set of discrete scenes. Each of these discrete scenes may also have a same time duration. Motion of these specific objects between a start time and an end time of each discrete scene may be interpolated. Once the locations of the objects are interpolated for a given scene, simulations may be performed to estimate the appearance of reflected radar signals that would be received by a radar apparatus. These simulations may identify patterns of reflected radar energy after radar signals have been emitted from the radar apparatus and these patterns may then be provided to train a machine learning apparatus.

Abstract: The disclosed technology provides solutions for generating accurate virtual representations of real-world environments. A process of the disclosed technology can include steps for: processing image sensor data to identify one or more images of road paint; identifying a geographic location that is associated with the one or more images of road paint; and generating, within a simulated environment corresponding to the geographic location, at least one road paint mesh object that is based on the one or more images of road paint.

Abstract: The disclosed technology provides solutions for generating accurate virtual representations of real-world environments. A process of the disclosed technology can include steps for: receiving map data corresponding to a geographic region, receiving image data for at least a portion of the geographic region that includes one or more images of road paint, and rendering one or more road paint mesh objects corresponding to the one or more images of the road paint, wherein a shape of the one or more road paint mesh objects is based on the map data. In some aspects, the process can further include generating a virtual environment corresponding to the geographic region that includes the one or more road paint mesh objects.

Abstract: An LED step light may include a junction box. An LED step light may include an LED light head assembly, including: a clip strap, a driver box, a cover, a reflector cover, wherein the clip strap couples together the driver box, the cover, and the reflector cover. An LED step light may include a heat sink reflector, wherein the heat sink reflector is disposed within an interior of the reflector cover. An LED step light may include a pan rotation ring. An LED step light may include a ball plunger, wherein the ball plunger may be attached to the reflector cover, and may be configured to interface with the pan rotation ring to allow for rotation of the LED light head assembly. An LED step light may include a main plate. An LED step light may include a face cover plate.

Abstract: The present disclosure is directed to simulating patterns of reflected radar energy off of reference objects using motion data associated with these reference objects. This motion data may identify start times, start locations, end times, and end locations of a limited number reference objects in a set of discrete scenes. Each of these discrete scenes may also have a same time duration. Motion of these specific objects between a start time and an end time of each discrete scene may be interpolated. Once the locations of the objects are interpolated for a given scene, simulations may be performed to estimate the appearance of reflected radar signals that would be received by a radar apparatus. These simulations may identify patterns of reflected radar energy after radar signals have been emitted from the radar apparatus and these patterns may then be provided to train a machine learning apparatus.

Abstract: The disclosed technology provides solutions for generating accurate virtual representations of real-world environments. A process of the disclosed technology can include steps for: receiving map data corresponding to a geographic region, receiving image data for at least a portion of the geographic region that includes one or more images of road paint, and rendering one or more road paint mesh objects corresponding to the one or more images of the road paint, wherein a shape of the one or more road paint mesh objects is based on the map data. In some aspects, the process can further include generating a virtual environment corresponding to the geographic region that includes the one or more road paint mesh objects.

Abstract: The present invention may be directed to an improved LED downlight with enhanced features including a multi-adjustable junction box and cover assembly, and arm and hinge mechanisms for better installation and packaging of said improved LED downlight. The versatile configuration of the junction box, mounting plate arm, and hinge mechanisms may allow the entire assembly to be maneuvered over various sized ceiling holes for ease of driver and LED replacement and maintenance. Other features and improvements may include compact compressible and expandable three-piece hangar bar mounting brackets, an integral air-tight box, and/or a system for mounting the improved LED downlight to various ceiling thicknesses. The improved LED downlight may be used in both new construction and remodel retrofit installations, sharing the majority of parts, providing ease and flexibility for the installer.

Abstract: A computer-implemented method is provided for simulating sensor data acquisition. The method may include receiving simulated sensor data corresponding with a synthetic object in a simulated three-dimensional (3D) environment. The method may also include identifying an object type corresponding with the synthetic object based on a location of the synthetic object in the simulated 3D environment. The method may further include associating an intensity value with the simulated sensor data based on the object type for the synthetic object.

Abstract: The present invention may be directed to an improved LED downlight with enhanced features including a multi-adjustable junction box and cover assembly, and arm and hinge mechanisms for better installation and packaging of said improved LED downlight. The versatile configuration of the junction box, mounting plate arm, and hinge mechanisms may allow the entire assembly to be maneuvered over various sized ceiling holes for ease of driver and LED replacement and maintenance. Other features and improvements may include compact compressible and expandable three-piece hangar bar mounting brackets, an integral air-tight box, and/or a system for mounting the improved LED downlight to various ceiling thicknesses. The improved LED downlight may be used in both new construction and remodel retrofit installations, sharing the majority of parts, providing ease and flexibility for the installer.

Abstract: The present invention is directed to an improved combination LED light troffer and passive UVGI air chamber for providing both general lighting and disinfection of contaminated used air that is cleaned, treated, and purified before returning back to the HVAC system for recycling. The improvement including an internal and quiet UVGI air chamber that uses natural air convection from the HVAC system to take in air for sanitizing inside the UVGI air chamber for a brief amount of time, and then releasing it out to the air return of the HVAC system. The UVGI air chamber being operational only when the HVAC system is active and independent of the operation of the LED light troffer for general lighting. UVC light sources include germicidal fluorescent lamps, cold cathode lamps, excimer type lamps, and UVC type LED emitters in different UVC wavelengths.

Abstract: A dish overflow protection system for a dishwasher. The dishwasher has a conveyor mechanism, a holding area, and a washing system. The dish overflow protection system has a housing including a user interface. A first sensor is disposed on the housing and is configured to take a first reading. A second sensor is remote from the housing and is configured to take a second reading. The dish overflow protection system has a control unit configured to halt operation of the conveyor mechanism where a difference between the first reading and the second reading is greater than a threshold. The user interface is usable to modify the threshold.

Abstract: A dish overflow protection system for a dishwasher. The dishwasher has a conveyor mechanism, a holding area, and a washing system. The dish overflow protection system has a housing including a user interface. A first sensor is disposed on the housing and is configured to take a first reading. A second sensor is remote from the housing and is configured to take a second reading. The dish overflow protection system has a control unit configured to halt operation of the conveyor mechanism where a difference between the first reading and the second reading is greater than a threshold. The user interface is usable to modify the threshold.

Abstract: The present invention is directed to a device consisting of a portable hand-held and battery operated multi-band UVABC light that uses a combination of UVA, UVB, and UVC wavelength band of UV LED emitters. All three types of UV LEDs are energized at the same time or individually to the same at least one target object being at least one smoke collection holder and capturing device having a coated surface that will fluoresce and glow when there is the presence of a wide range of smoke chemical particulates that have been collected, captured, and held in the at least one smoke collection holder and capturing device. This positive detection and confirmation indicates an act of smoking had recently occurred in the space where the at least one smoke collection holder and capturing device was installed, necessitating additional affirmation testing and recovery costs charged back to the smoker or occupant of the space where the act of smoking had taken place.