Abstract: Methods and systems for detecting a privacy violation in an image file. A policy to be used by a master imaging application is obtained and a file system is monitored for a digital image modified by a monitored imaging application. It is then determined that the digital image file includes at least some content in violation of a defined setting for the master imaging application and, based on the determination that the digital image file includes at least some content in violation of the defined setting for the master imaging application, taking an action.

Abstract: A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

Abstract: A composition including a plurality of particles, wherein the particles comprise: at least 40% by weight of the particles of a non-germinant carrier; and from about 0.0001% to about 5% by weight of the particles of a bacterial composition including bacterial endospores; and wherein each of the particles has a mass between about 1 mg to about 5000 mg, preferably between about 5 mg and about 200 mg.

Abstract: The present invention relates generally to a method and system (10) for classifying vehicle behaviour, particularly abnormal behaviour of civil aircraft (12). The method may comprise receiving aircraft data from an aircraft (12) which is to be classified; and determining whether the received aircraft data comprises identification information for the aircraft (12). In response to a determination that the received aircraft data comprises identification information, the method may comprise using said identification information to classify the behaviour of the aircraft (12). In response to a determination that the received aircraft data does not comprises identification information, the method may comprise obtaining the position of the aircraft and comparing the obtained position to an expected route for the aircraft to classify the behaviour of the aircraft (12).

Abstract: Detergent compositions including polypeptide variants and methods of cleaning and/or treatment of surfaces using such compositions, and fabric treatment compositions including polypeptide variants. The compositions may include surfactants: anionic, nonionic and/or cationic.

Abstract: A renal therapy system is disclosed. In an example, the renal therapy system includes a home renal therapy machine that stores, to a log file, dates of when renal therapies were performed and a type of each renal therapy that was performed. The system also includes a server that receives the log file from the home renal therapy machine. The server compares the dates and types of performed renal therapies stored in the log file to a device program that specifies dates for performing renal therapies and the types of renal therapies to be performed. The server displays a flag in a user interface of a clinician computer when there is a deviation from the comparison.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a prediction of an audio signal. One of the methods includes receiving a request to generate an audio signal conditioned on an input; processing the input using an embedding neural network to map the input to one or more embedding tokens; generating a semantic representation of the audio signal; generating, using one or more generative neural networks and conditioned on at least the semantic representation and the embedding tokens, an acoustic representation of the audio signal; and processing at least the acoustic representation using a decoder neural network to generate the prediction of the audio signal.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a prediction of an audio signal. One of the methods includes receiving a request to generate an audio signal conditioned on an input; processing the input using an embedding neural network to map the input to one or more embedding tokens; generating a semantic representation of the audio signal; generating, using one or more generative neural networks and conditioned on at least the semantic representation and the embedding tokens, an acoustic representation of the audio signal; and processing at least the acoustic representation using a decoder neural network to generate the prediction of the audio signal.

Abstract: A dishwashing detergent composition includes xylanase and an ethylene oxide-propylene oxide block copolymer having a cloud point of about 20° C. or greater than about 20° C.

Abstract: A dishwashing detergent composition comprising xylanase and sulphonated carboxylate polymer.

Abstract: A concentrated laundry composition which is dilutable in water to form a liquid laundry detergent composition wherein the concentrated composition includes a high level of surfactant, bacterial spores, and optionally a rheology modifier.

Abstract: Laundry detergent compositions including alginate lyase enzyme, hexosaminidase enzyme and anionic surfactant. Methods of treating fabrics by contacting the fabric with an aqueous wash liquor having the detergent composition therein. The compositions and methods are particularly for improving whiteness of a fabric, improved soil removal from a fabric, for malodour removal from a fabric, for anti-wrinkle benefits, collar and/or cuff cleaning, anti-redeposition benefits and/or for improved drying of a fabric.

Abstract: A composition including an alginate lyase enzyme and cleaning adjunct. Methods of treating surfaces by contacting the surface with an aqueous wash liquor having the detergent composition therein.

Abstract: Compositions including an alginate lyase enzyme and anionic surfactant. Methods of treating fabrics by contacting the fabric with an aqueous wash liquor having a detergent composition with an alginate lyase enzyme.

Abstract: Laundry detergent compositions can include an alginate lyase enzyme, nuclease enzyme, and anionic surfactant. Also included are methods of treating fabrics by contacting the fabric with an aqueous wash liquor having the laundry detergent composition which includes an alginate lyase enzyme, nuclease enzyme, and anionic surfactant.

Abstract: A method of treating a fabric in a dryer, the method including placing the fabric in the dryer and delivering at least 1×102 CFU of cleaning microorganisms into the dryer.

Abstract: Compositions including an alginate lyase enzyme and anionic surfactant. Methods of treating fabrics by contacting the fabric with an aqueous wash liquor having the detergent composition therein. The compositions and methods are particularly for improving whiteness of a fabric, improved soil removal from a fabric, for malodour removal from a fabric, for anti-wrinkle benefits, anti-redeposition benefits and/or for improved drying of a fabric.

Abstract: Systems and methods are provided herein for determining motion in a volume using a lighting based sensor. A status of a light is determined with which a motion sensor is associated. Motion measurements are received from the motion sensor. Based on the motion measurements, a motion score is determined. A room status is adjusted based on the motion score.

Abstract: Cleaning compositions comprising variants of an alpha-amylase, methods of making such cleaning compositions and methods of treating surfaces such as fabrics with aqueous liquor comprising such compositions.

Abstract: A method of treating a fabric in a washing machine using a cold and/or a quick program, including contacting the fabric with a treatment liquor comprising at least 1x102 CFU/1 of liquor, of bacterial spores wherein the cold program includes a wash having a bath temperature below 30° C. and/or the quick program lasts less than 40 minutes.