Abstract: A system, method, and computer program product are disclosed. The method includes receiving a first text unit, extracting features from the first text unit, receiving a second text unit, extracting features from the second text unit, receiving a portion comprising the first text unit and the second text unit, and aggregating the features extracted from the first text unit and the features extracted from the second text unit. The method also includes generating a set of scores for the first text unit, the second text unit, and the portion, and based on the set of scores, selecting at least one ground truth candidate from the first text unit, the second text unit, and the portion. Additionally, the method includes determining that the at least one ground truth candidate includes at least one confirmed ground truth, and adding the at least one confirmed ground truth to a ground truth repository.

Abstract: A multidimensional system for generating a multimedia search engine is provided. A computer device identifies a plurality of independently separable aspects of a multimedia file. The computing device provides at least one independently separable aspect of the plurality of independently separable aspects as input into an object detection model. The computing device receives, from the object detection model, an identification of at least one object and a corresponding level of confidence that the object is present in the multimedia file. The computing device classifies the object as either confident or not confident, based on whether the level of confidence meets a threshold level of confidence. The computing device generates a multimedia search engine based, at least in part, on the object and the classification.

Abstract: A faucet system includes a housing assembly configured to be coupled to a ceiling structure, wherein the housing includes a mixing valve disposed therein. The faucet system further includes a hose assembly coupled to the housing assembly. The hose assembly includes a flexible hose being fluidly coupled to the mixing valve and configured to hang below the housing assembly, a rotatable arm coupled to the housing assembly, and a control knob communicably coupled to the mixing valve. The rotatable arm is configured to facilitate rotation and adjustment of the hose and the control knob configured to control at least one of a temperature or a flow of water within the faucet system.