Abstract: A system utilizing artificial intelligence use and AI model to process property data that includes image data and non-imagery data to generate AI attributes associated with the property and receiving data from a plurality of different data sources, the system normalizing the AI attributes and the data from a plurality of different data sources and using them to automatically make decisions relating to underwriting and claims adjustments based on comparison to underwriting or adjustment rules.

Abstract: A property assessment system includes circuitry that obtains predetermined data for one or more properties, and obtains at least one of a map or an image of the one or more properties. The circuitry then generates assessments for the one or more properties based on the predetermined data, and ranks the one or more properties based on the assessments. The circuitry generates a list of the one or more properties based on the rank, and displays the list of the one or more properties in conjunction with the map or image of the one or more properties.

Abstract: An image processing system includes circuitry that generates up-sampled images corresponding to input images based on the input images, image realism prediction values, and a corresponding semantic feature mask. The circuitry generates the image realism prediction values based on at least one of the input images and the up-sampled images, and generates the semantic feature mask based on at least one of the input images and the up-sampled images.

Abstract: An image processing system includes circuitry that generates up-sampled images corresponding to input images based on the input images, image realism prediction values, and a corresponding semantic feature mask. The circuitry generates the image realism prediction values based on at least one of the input images and the up-sampled images, and generates the semantic feature mask based on at least one of the input images and the up-sampled images.

Abstract: An acoustic coupler for a hearing device. The hearing device including a microphone. The acoustic coupler includes an earphone receptacle formed to releasably engage an earphone therein and a securing feature formed to detachably engage the coupler to the hearing device in proximity to the microphone.

Abstract: An acoustic coupler for a hearing device. The hearing device including a microphone. The acoustic coupler includes an earphone receptacle formed to releasably engage an earphone therein and a securing feature formed to detachably engage the coupler to the hearing device in proximity to the microphone.