Abstract: Systems, apparatuses and methods may provide for controlling one or more end effectors by generating a semantic labelled image based on image data, wherein the semantic labelled image is to identify a shape of an object and a semantic label of the object, associating a first set of actions with the object, and generating a plan based on an intersection of the first set of actions and a second set of actions to satisfy a command from a user through actuation of one or more end effectors, wherein the second set of actions are to be associated with the command

Abstract: A hand held spray dispenser in which air and liquid are pressurised towards a mixing chamber by energy generated by a manual activation element that is rotated with a unidirectional twist to energise one or more energy storage bodies, energy from which is released to generate sufficient air pressure and air flow and sufficient liquid flow for a spray to be formed from the air-liquid mixture.

Abstract: Apparatus, systems, articles of manufacture, and methods to generate acceptability criteria for autonomous systems plans are disclosed. An example apparatus includes a data compiler to compile data generated by the autonomous system into an autonomous system task dataset, a data encoder to encode the dataset for input into a rule distillation neural network architecture, a model trainer to train the rule distillation neural network architecture, an adaptor to adapt the trained rule distillation neural network architecture to a new input data domain using the autonomous system task dataset, a verifier to generate formally verified acceptability criteria, and an inferer to evaluate a control command, the evaluation resulting in an acceptance or rejection of the command.

Abstract: A hand held spray dispenser in which air and liquid are pressurised towards a turbulence chamber and wherein air is introduced into the liquid adjacent to an inlet orifice of the turbulence chamber and the mixture passes through the inlet orifice into the turbulence chamber before being expelled through an exit orifice.

Abstract: A computer-implemented method comprises receiving source code for a user interface program, generating, using the source code, the user interface program, generating, using the source code, a faux backend program, and generate, using the source code, a skeleton Application Programming Interface (API) file. The user interface program and the faux backend program are capable of operating together as part of a test build. The skeleton API file provides a specification for an interface of production software suitable for replacing the faux backend, the specification including respective specifications for a plurality of API calls.

Abstract: In one example in accordance with the present disclosure, a method for schedule creation may include interpreting a set of temporal constraints corresponding to a predetermined time period for a user. The set of temporal constraints may include a constraint defining a minimum period of uninterrupted time for a primary job responsibility of the user. The method may also include generating a set of blocks based on the set of temporal constraints. Each block in the set of blocks corresponds to an event to be scheduled during the predetermined time period and each block has a weight. The method may also include creating a schedule including each block in the set of blocks. The schedule may include the minimum period of uninterrupted time for a primary job responsibility of the user.

Abstract: A computer-implemented method is disclosed. The method includes operations of receiving user input, parsing the user input to extract keywords and the key phrases, categorizing at least a portion of the keywords and the key phrases, constructing a conceptual model based on at least a portion of the categorized keywords and the categorized key phrases, determining one or more constraints based on one or more of the user input or the conceptual model, and generating at least a first proposed user interface (UI) design using machine learning techniques, wherein the one or more constraints are provided as input to a trained machine learning model, wherein processing by the trained machine learning model generates at least the first proposed UI design. The method may include an additional operation of causing rendering of the first UI design on a display screen thereby enabling a user to visualize the first UI design.

Abstract: A computer-implemented method comprises receiving source code for a user interface program, generating, using the source code, the user interface program, generating, using the source code, a faux backend program, and generate, using the source code, a skeleton Application Programming Interface (API) file. The user interface program and the faux backend program are capable of operating together as part of a test build. The skeleton API file provides a specification for an interface of production software suitable for replacing the faux backend, the specification including respective specifications for a plurality of API calls.

Abstract: Authoring a user interface for a software product may include soliciting selection of an archetypal task from a creating user, soliciting, according to the selected archetypal task, constraints from the creating user, and generating user interface output files according to the constraints and the selected archetypal task. The user interface output files include mockups, design tool files, code, or combinations thereof. The constraints may include data types corresponding to conceptual objects, purposes of data types, end user goals, end user manipulation preferences, end user priorities. Authoring the user interface may further include suggesting to and eliciting selection by the creating user one or more interaction type.

Abstract: An antiperspirant aerosol product having good sustainability characteristics and comprising an anhydrous antiperspirant aerosol composition comprising particulate antiperspirant active suspended in a carrier oil, the ratio of propellant to base composition being from 2:1 to 4:1 by weight and an aerosol dispenser comprising a container body, an aerosol valve, and a valve actuator; characterised in that the particulate antiperspirant active comprises a basic aluminium chloride compound of formula Al2(OH)4.4Cl1.6 to Al2(OH)4.9Cl1.1, water soluble calcium salt and an amino acid and the aerosol valve of the aerosol dispenser has a vapor phase tap (VTP) to restrictive tailpiece (RTP) ratio of from 0.6:1 to 1.2:1.

Abstract: An antiperspirant aerosol product having good environmental sustainability and comprising an anhydrous antiperspirant aerosol composition comprising an AP active comprising a basic aluminium chloride compound of formula Al2(OH)4.4Cl1.6 to Al2(OH)4.9Cl1.1, water soluble calcium salt and amino acid, and an aerosol dispenser comprising a container body, an aerosol valve, and a valve actuator; characterised in that the product has a Combined Sustainability Index (CSI) of less than 3.0, where: CSI=AlF+VOCF+MCB/N AlF being the weight (in centigrams) of aluminium expelled per spray; VOCF being the weight of VOC (in grams) expelled per spray; MCB being the weight of metal (in grams) in the container body; and N is the number of spray applications possible from the fully charged product, each figure being based on a spray duration of 2 seconds.

Abstract: An antiperspirant aerosol product having good environmental sustainability and comprising an anhydrous antiperspirant aerosol composition comprising an AP active comprising a basic aluminium chloride compound 5 of formula Al2OH4.4Cl1.6 to Al2OH4.9Cl1.1, water soluble calcium salt and amino acid, and an aerosol dispenser comprising a container body, an aerosol valve, and a valve actuator; characterised in that the product has a Combined Sustainability Index (CSI) of less than 3.0, where: CSI=AlF+VOCF+MCB/N10 AlF being the weight (in centigrams) of aluminium expelled per spray; VOCF being the weight of VOC (in grams) expelled per spray; MCB being the weight of metal (in grams) in the container body; and N is the number of spray applications possible from the fully charged product, each figure being based on a spray duration of 2 seconds.

Abstract: In one example in accordance with the present disclosure, a method for schedule creation may include interpreting a set of temporal constraints corresponding to a predetermined time period for a user. The set of temporal constraints may include a constraint defining a minimum period of uninterrupted time for a primary job responsibility of the user. The method may also include generating a set of blocks based on the set of temporal constraints. Each block in the set of blocks corresponds to an event to be scheduled during the predetermined time period and each block has a weight. The method may also include creating a schedule including each block in the set of blocks. The schedule may include the minimum period of uninterrupted time for a primary job responsibility of the user.

Abstract: An antiperspirant aerosol product having good sustainability characteristics and comprising an anhydrous antiperspirant aerosol composition comprising particulate antiperspirant active suspended in a carrier oil, the ratio of propellant to 5 base composition being from 2:1 to 4:1 by weight and an aerosol dispenser comprising a container body, an aerosol valve, and a valve actuator; characterised in that the particulate antiperspirant active comprises a basic aluminium chloride compound of formula Al2OH4.4Cl1.6 to Al2OH4.9Cl1.1, water soluble calcium salt and an amino acid and the aerosol valve of the aerosol 10 dispenser has a vapor phase tap (VTP) to restrictive tailpiece (RTP) ratio of from 0.6:1 to 1.2:1.