Abstract: A fluid management and medical device system may include a fluid management system and a medical device having one or more sensors proximate the distal end of the elongate shaft of the medical device. The controller of the fluid management system may be configured to calculate a fluid deficit when the distal end of the elongate shaft is disposed within a patient and configured to automatically pause fluid deficit calculation when the distal end of the elongate shaft is removed from the patient. In some instances the controller is configured to calculate the fluid deficit using rotational speed of the inflow pump in combination with a difference between a change in weight of a fluid supply source supplying fluid to the fluid management system and a change in weight of a collection container collecting fluid from the fluid management system.

Abstract: A video recording system and method for seamlessly appending one or more new, discontinuously recorded video segments to a selected previously recorded existing video file, to create a merged video file. The system provides a “continue video” control associated with each previously recorded video file, which a user can activate from an interface display where information identifying the previously recorded video file is displayed, such as its filename and/or a representative thumbnail image. The system allows a user to separately view and label the merged video stream and each segment.

Abstract: Arrangements for database schema creation and control are provided. In some aspects, a user may request creation or modification of a database schema. In response to receiving the request, one or more interactive user interfaces may be generated. The one or more interactive user interfaces may enable a user to select one or more selectable options for presenting data, establishing relationships between data, data sources, and the like. The schema, including a schema configuration including the presentational aspects and relationships, may be stored. A user may request to view data and the stored database schema may be retrieved. The schema may be transmitted to a configuration engine that may retrieve the requested data from one or more non-relational database sources. One or more user interfaces may be dynamically generated based on the schema configuration and may include the retrieved data.

Abstract: A context-controlled video quality camera system running a software application to perform video quality settings actions in response to triggering conditions suggesting a recording context in which particular values of one or more video quality settings are preferred. Triggering conditions include a geolocation of a camera device, a present time, and/or sensed ambient conditions. Video quality settings actions include either automatically adjusting settings to the particular values or prompting a user to select whether to adjust the settings. Rules having triggering conditions and corresponding video quality settings actions can include default rules of the software application. The rules can be updated on the user's own initiative or in response to identified triggering patterns of user activity, either automatically or as selected by a user in response to automatic pro.

Abstract: Arrangements for database schema creation and control are provided. In some aspects, a user may request creation or modification of a database schema. In response to receiving the request, one or more interactive user interfaces may be generated. The one or more interactive user interfaces may enable a user to select one or more selectable options for presenting data, establishing relationships between data, data sources, and the like. The schema, including a schema configuration including the presentational aspects and relationships, may be stored. A user may request to view data and the stored database schema may be retrieved. The schema may be transmitted to a configuration engine that may retrieve the requested data from one or more non-relational database sources. One or more user interfaces may be dynamically generated based on the schema configuration and may include the retrieved data.

Abstract: A video recording system and method for labeling networked meetings and video/audio clips from a main stream of video/audio is disclosed and claimed. The video recording system allows a system user to selectively view and label a main video stream. A rewind control rewinds the main stream of video, and then labels the selected video clip from a start pointer to an end pointer. The video recording system also allows users to label an event for easy lookup in the future. For example, a child’s solo performance at a music recital can be easily labeled for lookup.

Abstract: A video recording system and method for labeling networked meetings and video/audio clips from a main stream of video/audio is disclosed and claimed. The video recording system allows a system user to selectively view and label a main video stream or video clips. A rewind control rewinds the main stream of video, and then label the selected video clip from a start pointer to an end pointer. The video recording system also allows network members to teleconference while recording a main stream of video. Any of network members can label selected sections of the teleconference in real time. Further, a recording alert control automatically displays a reminder message to a camera operator after a non-recording duration, such as 5 to 10 seconds, after the software application is opened. This feature is useful when camera operator forgets to record. A voice control feature enables voice command activation of the controls.

Abstract: A device configured to receive a user input that identifies a machine learning model type and hyperparameters for a set of machine learning models and to generate the set of machine learning models based on the hyperparameters. The device is further configured to convert training data into a first set of hexadecimal values and to train the set of machine learning models using the first set of hexadecimal values. The device is further configured to convert test data into a second set of hexadecimal values and to obtain a classification value in response to inputting the second set of hexadecimal values into the set of machine learning models. The device is further configured to determine performance metrics for each machine learning model, to generate a model comparison report that comprises the performance metrics for each machine learning model, and to output the model comparison report.

Abstract: Arrangements for database schema creation and control are provided. In some aspects, a user may request creation or modification of a database schema. In response to receiving the request, one or more interactive user interfaces may be generated. The one or more interactive user interfaces may enable a user to select one or more selectable options for presenting data, establishing relationships between data, data sources, and the like. The schema, including a schema configuration including the presentational aspects and relationships, may be stored. A user may request to view data and the stored database schema may be retrieved. The schema may be transmitted to a configuration engine that may retrieve the requested data from one or more non-relational database sources. One or more user interfaces may be dynamically generated based on the schema configuration and may include the retrieved data.

Abstract: A context-controlled video quality camera system running a software application to perform video quality settings actions in response to triggering conditions suggesting a recording context in which particular values of one or more video quality settings are preferred. Triggering conditions include a geolocation of a camera device, a present time, and/or sensed ambient conditions. Video quality settings actions include either automatically adjusting settings to the particular values or prompting a user to select whether to adjust the settings. Rules having triggering conditions and corresponding video quality settings actions can include default rules of the software application.

Abstract: Embodiments of the present invention provide a system for building intelligent data communications. The system is configured for performing frequency based extraction of data from at least one entity data source, indexing the data extracted from the at least one entity data source, in response to indexing the data, correlating the data extracted from the at least one entity data source, receiving a data input from a user, in response to receiving the data input, generating at least one data output based on indexed and correlated data, and presenting the at least one data output to the user.

Abstract: A vending machine system is disclosed and claimed. In particular, the disclosed vending machine system allows multiple vendors to sell food items through a vending machine. The vending machine provides multiple locked bins, each of which can authenticate to a single vendor. Also, the vending machine implements price adjustment rules, such as raising the price of a particular item during, before, and after a high traffic event. In addition, customer dietary restrictions can be tracked, and purchases of food items that would violate those dietary restrictions can be prevented.

Abstract: A vending system is disclosed and claimed. In particular, the disclosed vending machine system allows multiple vendors to sell food items through a vending machine. The vending machine provides multiple locked bins, each of which can authenticate to a single vendor. Also, the vending machine implements price adjustment rules, such as raising the price of a particular item during, before, and after a high traffic event. In addition, customer dietary restrictions can be tracked, and purchases of food items that would violate those dietary restrictions can be prevented. The vending system allows a consumer to perform contactless vending transactions, with the identity of the consumer being verified through biometrics and a camera. Upon verification of the consumer, the vending system transacts payment for selected items, dispenses items in a contactless manner, updates inventory of items, records the purchase history of consumer, and provides indisputable visual media evidence of the transaction.

Abstract: A video recording system is disclosed and claimed. In particular, the disclosed video recording system maintains a master stream of video and audio when recording is initiated, but also allows the user to create additional label streams by activating an input control. The label stream can be terminated by activating the input control a second time. The label stream comprises only the portion of the video and audio between the activations of the input control, while the master stream will contain all audio and video that is recorded on the device.

Abstract: A computer device is configured to provide a computer implemented game. The computer device has at least one processor which is configured to determine a number of booster options that have been activated, a booster option being usable in the computer implemented game to provide a respective additional effect. The at least one processor is further configured to determining if the determined number of booster options is greater than a threshold number and when the determined number of booster options is greater than the threshold number, determine that a further booster option is to be provided in the computer implemented game.

Abstract: Embodiments of the present invention provide a system for building intelligent data communications. The system is configured for performing frequency based extraction of data from at least one entity data source, indexing the data extracted from the at least one entity data source, in response to indexing the data, correlating the data extracted from the at least one entity data source, receiving a data input from a user, in response to receiving the data input, generating at least one data output based on indexed and correlated data, and presenting the at least one data output to the user.

Abstract: A system and method for implementing a one-stop advertising campaign through a non-digital advertising medium provides a single platform for an advertiser to implement an advertisement on a non-digital advertising medium. The advertiser, through a one-click functionality on the platform, selects the advertising medium, the advertising-related workers to implement the advertisement, the advertising costs, and the timeline for advertising on the advertising medium. One or more advertising-related workers upload skill sets and fees for the advertiser to review before selecting. The system generates recommendations of appropriate workers to implement the advertisement campaign based on needs of the advertiser. The system also integrates sensors and/or positioning systems into the advertising media to detect the numbers, physical features, relative position, and movement pattern of consumers in proximity to the advertising medium.

Abstract: A computer device is configured to provide a computer implemented game. The computer device has at least one processor which is configured to determine a number of booster options that have been activated, a booster option being usable in the computer implemented game to provide a respective additional effect. The at least one processor is further configured to determining if the determined number of booster options is greater than a threshold number and when the determined number of booster options is greater than the threshold number, determine that a further booster option is to be provided in the computer implemented game.

Abstract: A vending machine system is disclosed and claimed. In particular, the disclosed vending machine system allows multiple vendors to sell food items through a vending machine. The vending machine provides multiple locked bins, each of which can authenticate to a single vendor. Also, the vending machine implements price adjustment rules, such as raising the price of a particular item during, before, and after a high traffic event. In addition, customer dietary restrictions can be tracked, and purchases of food items that would violate those dietary restrictions can be prevented.

Abstract: A vending system is disclosed and claimed. In particular, the disclosed vending machine system allows multiple vendors to sell food items through a vending machine. The vending machine provides multiple locked bins, each of which can authenticate to a single vendor. Also, the vending machine implements price adjustment rules, such as raising the price of a particular item during, before, and after a high traffic event. In addition, customer dietary restrictions can be tracked, and purchases of food items that would violate those dietary restrictions can be prevented. The vending system allows a consumer to perform contactless vending transactions, with the identity of the consumer being verified through biometrics and a camera. Upon verification of the consumer, the vending system transacts payment for selected items, dispenses items in a contactless manner, updates inventory of items, records the purchase history of consumer, and provides indisputable visual media evidence of the transaction.