Abstract: Custom alerts may be generated based on sound type indicators determined using a machine learning classification model trained on user-provided sound recordings and user-defined sound type indicators. A device may provide a sound recording and a type indicator identifying an entity that made a sound in the recording for storage in a database that includes a plurality sound recordings associated with a plurality of type indicators. A machine learning classification model may be trained based on the stored recordings, including the user-defined recordings. The model may be used to classify sounds recorded by other devices and generate alerts identifying the type of sound. Thus, multiple users may contribute data to customize machine learning models that recognize sounds and generate alerts based on user-defined identifiers.

Abstract: Custom alerts may be generated based on sound type indicators determined using a machine learning classification model trained on user-provided sound recordings and user-defined sound type indicators. A device may provide a sound recording and a type indicator identifying an entity that made a sound in the recording for storage in a database that includes a plurality sound recordings associated with a plurality of type indicators. A machine learning classification model may be trained based on the stored recordings, including the user-defined recordings. The model may be used to classify sounds recorded by other devices and generate alerts identifying the type of sound. Thus, multiple users may contribute data to customize machine learning models that recognize sounds and generate alerts based on user-defined identifiers.

Abstract: A method of extracting the dominant colors from a set of target images and storing those colors in a database is described. A method of comparing colors stored in a database with a set of colors extracted from a query image. Also, a method of comparing colors stored in the database with a set of colors defined by a user using a color picker. The user defined colors may or may not include a wildcard color. The list of matching database images may or may no be filtered using metadata.

Abstract: A method of extracting the dominant colors from a set of target images and storing those colors in a database is described. A method of comparing colors stored in a database with a set of colors extracted from a query image. Also, a method of comparing colors stored in the database with a set of colors defined by a user using a color picker. The user defined colors may or may not include a wildcard color. The list of matching database images may or may no be filtered using metadata.

Abstract: A digital multimeter can be monitored from a remote location via an on-board light source such as a backlight LED. The digital multimeter has memory, a processor operatively coupled to the memory, a light operatively coupled to the processor and the memory and a light sensitive sensor operatively coupled to the machinery and positioned proximate the light. The processor is configured to produce a first data signal containing information about the machinery, which is then modulated by the light so that the light blinks between an on state and an off state. The sensor is configured to detect the light on state and the light off state and convert the received light into a second data signal representative of the first data signal.

Abstract: A digital multimeter can be monitored from a remote location via an on-board light source such as a backlight LED. The digital multimeter has memory, a processor operatively coupled to the memory, a light operatively coupled to the processor and the memory and a light sensitive sensor operatively coupled to the machinery and positioned proximate the light. The processor is configured to produce a first data signal containing information about the machinery, which is then modulated by the light so that the light blinks between an on state and an off state. The sensor is configured to detect the light on state and the light off state and convert the received light into a second data signal representative of the first data signal.

Abstract: A resealable flip-top beverage can lid has a lid having a rim disposed on the periphery thereof; a swinging seal positioned to seal an opening in the lid; and a tab rotatably attached to the lid with a rivet. The tab has a hole punching lip and an extended lifting section on opposite sides of the rivet. The extended lifting section extending at least to the rim and is shaped to cover and substantially seal the opening in the lid. While it is preferred that the seal be strong enough to maintain any carbonation within the beverage can, a weaker seal is also beneficial in excluding insects and preventing or limiting spills. The extended lifting section preferably further includes a rim locking section to locks onto the rim of the lid.