The present disclosure describes a system which is able to detect and recognize wildlife, and in particular birds, using camera images. The present solution is comprised of algorithms, software and integrated hardware devices. Properly equipped, the system can be made to be portable and can be set up at any location for different wildlife detection and repelling purposes.

This disclosure provides a method of detecting and deterring a target animal from a target area. A target area is positioned within the field of vision of a video camera connected to a computer processing system. An animal identification computer program using convolution neural networks and deep learning computer programs and camera images rapidly detects a target animal. The animal identification computer program is trained to identify target animals accurately using a learning algorithm and related machine learning technology. The time to deploy a deterrent against a target animal from the instant of detection is 2 seconds or less so that little or no time is available to the target animal to damage the target area.

This disclosure provides a method of detecting and deterring a target animal from a target area. A target area is positioned within the field of vision of a video camera connected to a computer processing system. An animal identification computer program using convolution neural networks and deep learning computer programs and camera images rapidly detects a target animal. The animal identification computer program is trained to identify target animals accurately using a learning algorithm and related machine learning technology. The time to deploy a deterrent against a target animal from the instant of detection is 2 seconds or less so that little or no time is available to the target animal to damage the target area.

A method of controlling an anti-fouling system, the method comprising: activating at least one transducer and at least one sensor; analyzing the at least one transducer and the at least one sensor to determine a set of features of the at least one transducer and the at least one sensor which are controllable; generating a user interface, wherein the user interface is based on the set of features of the at least one transducer and the at least one sensor; generating a sound wave from the at least one transducer based on input data; monitoring the performance of the transducer by collecting data from the at least one sensor; and providing the collected data through the user interface, wherein values outside of a predetermined range, further comprise, transmitting an indicator of the values.

A method of autonomously preventing fouling of a submerged vessel, the method comprising: activating, by one or more computing devices, a at least one transducer and at least one sensor at a first area; generating, by one or more computing devices, a predetermined sound wave from the at least one transducer; monitoring, by one or more computing devices, data collected by the at least one sensor; altering, by one or more computing devices, the at least one transducer, wherein the alteration is based on the data collected by the at least one sensor; and autonomously adjusting, by one or more computing devices, at least one of the at least one transducer, wherein at least one of the transducers is activated.

A method of autonomously preventing fouling of a submerged vessel, the method comprising: activating, by one or more computing devices, a at least one transducer and at least one sensor at a first area; generating, by one or more computing devices, a predetermined sound wave from the at least one transducer; monitoring, by one or more computing devices, data collected by the at least one sensor; altering, by one or more computing devices, the at least one transducer, wherein the alteration is based on the data collected by the at least one sensor; and autonomously adjusting, by one or more computing devices, at least one of the at least one transducer, wherein at least one of the transducers is activated.

Lighting fixture data hubs and systems and methods for use. An example of a data hub may include an annunciator configured to generate a first indication and a second indication, one or more sensors configured to detect between one or more vehicles and one or more pedestrians and potential convergence thereof within a zone in a vicinity of the data hub and to emit one or more signals corresponding to said detection, and a gateway in communication with an on-board processor and the annunciator, the on-board processor configured to wirelessly receive and analyze the one or more signals, communicate said one or more signals to the gateway so that the gateway can generate the first indication or the second indication in response to the one or more signals. Data hubs may also include a sensor unit housing and/or a light source.

A solar-powered ground plug repelling device, comprises: a casing assembled by a face cover and a bottom housing, a PCBA arranged in the casing, and a ground pipe, wherein a sliding groove assembly is provided on a surface of the bottom housing connected with the ground pipe and comprises two sliding grooves parallel to each other; a sliding rail assembly is provided on an end of the ground pipe connected to the bottom housing and comprises two sliding rails respectively movably connected to the two slide grooves, two electrode elastic sheets connected to the PCBA are provided in the casing, a connecting surface of the electrode elastic sheet protrudes from a perforation in a bottom plate of the bottom housing; and the device comprises two electrode thimbles connected with the sliding rail assembly, and ends of the electrode thimbles are exposed from a surface of the slide rail assembly.

A solar-powered ground plug repelling device, comprises: a casing assembled by a face cover and a bottom housing, a PCBA arranged in the casing, and a ground pipe, wherein a sliding groove assembly is provided on a surface of the bottom housing connected with the ground pipe and comprises two sliding grooves parallel to each other; a sliding rail assembly is provided on an end of the ground pipe connected to the bottom housing and comprises two sliding rails respectively movably connected to the two slide grooves, two electrode elastic sheets connected to the PCBA are provided in the casing, a connecting surface of the electrode elastic sheet protrudes from a perforation in a bottom plate of the bottom housing; and the device comprises two electrode thimbles connected with the sliding rail assembly, and ends of the electrode thimbles are exposed from a surface of the slide rail assembly.

Methods, systems, and computer readable media for a phase array directed speaker are disclosed. One system includes a phase array and a controller. The controller is configured to determine an area to send directed sound. The controller is also configured to generate input instructions for the phase array to send directed sound to the area. The input instructions indicate that at least one speaker in the phase array is to delay outputting an audio signal relative to at least one other speaker in the phase array. The phase array is configured to generate, using the input instructions and ultrasonic signals emitted by the speakers in the phase array, the directed sound.