Abstract:
Embodiments disclosed herein include a method, a non-transitory computer-readable medium, and a system for generating video clips for teaching how to apply a tools in various application programs for editing documents. The method includes identifying one or more characteristic features of a video clip. The method also includes providing the one or more characteristic features to a trained machine learning analysis module. The method further includes evaluating the characteristic features to generate a clip rating. The method also includes determining whether to discard the video clip based on the clip rating.
Abstract:
A computing device is configured to generate a graphical user interface (GUI) that allows an end-user to search for particular document or documents within a large collection of documents. The GUI provides a view of the overall document collection and affords the end-user the ability to reduce the number of visual document thumbnails by means of keyword search. When the end-user identifies a candidate among the reduced number of thumbnails, the end-user may select the page view of the candidate document and conduct further review. If the selected candidate is not the target document, the end-user may select adjacent documents to seamlessly transition between reading and searching. An advantage to this approach is that the visual qualities of the documents, such as images, graphical layout, and color, among others, may be incorporated into the search process. Searching for a particular target document is, thus, expedited.
Abstract:
One embodiment of the invention disclosed herein provides a system that includes a mirror apparatus with a first surface to which a half-silvered mirror film is applied, where the mirror apparatus transmits a transmitted image from a second surface to the first surface. The system further includes a servo-controlled dimmer that adjusts a level of ambient light associated with the mirror apparatus. The system further includes a motion sensing device that tracks positions of a plurality of points associated with an object; wherein the object is situated on the half-silvered mirror film side of the mirror apparatus. The system further includes a computing device including a memory that stores instructions that, when executed by a processor included in the computing device, cause the processor to control the servo-controlled dimmer to adjust the ambient light such that both the transmitted image and a reflected image is visible on the first surface.
Abstract:
In various embodiments, a computer-implemented method for performing an analysis of a sketch to identify one or more objects for a generative design, the method comprising receiving the sketch via a user interference, executing a first trained machine learning (ML) model that generates an identification of a first object included in the sketch based on one or more contextual features that are associated with the first object and also are included in the sketch, transmitting the identification to a second machine learning model, and executing a second trained ML model that generates a first design object based on the identification.
Abstract:
In various embodiments, a computer-implemented method for generating a design object comprises combining at least two of a design intent text or one or more non-textual inputs to generate a multimodal prompt, executing a trained machine learning (ML) model on the multimodal prompt to generate a design object, and displaying the design object in a design space.
Abstract:
One embodiment of a computer-implemented method for automatically generating command recommendations for a software workflow comprises identifying a plurality of command sequences stored in a database based on a current command being interacted with in a graphical user interface; computing a score for each command sequence included in the plurality of command sequences based on one or more commands included in the command sequence and one or more commands included in a command history; determining at least one command sequence included in the plurality of command sequences to output based on the scores; and outputting the at least one command sequence for display.
Abstract:
In various embodiments a computer-implemented method for providing sustainability insights to a user designing an object. The method includes determining a value of a sustainability metric associated with a design of an object; determining a target value for the sustainability metric; determining an amount of progress made towards achieving the target value for the sustainability metric based on the value of the sustainability metric and the target value for the sustainability metric; and displaying, via a graphical user interface (GUI), a visual indication of the amount of progress made towards achieving the target value for the sustainability metric.
Abstract:
An automated robot design pipeline facilitates the overall process of designing robots that perform various desired behaviors. The disclosed pipeline includes four stages. In the first stage, a generative engine samples a design space to generate a large number of robot designs. In the second stage, a metric engine generates behavioral metrics indicating a degree to which each robot design performs the desired behaviors. In the third stage, a mapping engine generates a behavior predictor that can predict the behavioral metrics for any given robot design. In the fourth stage, a design engine generates a graphical user interface (GUI) that guides the user in performing behavior-driven design of a robot. One advantage of the disclosed approach is that the user need not have specialized skills in either graphic design or programming to generate designs for robots that perform specific behaviors or express various emotions.
Abstract:
A design application is configured to visualize and explore large-scale generative design datasets. The design explorer includes a graphical user interface (GUI) engine that generates a design explorer, a composite explorer, and a tradeoff explorer. The design explorer displays a visualization of a multitude of design options included in a design space. The design explorer allows a user to filter the design space based on input parameters that influence a generative design process as well as various design characteristics associated with the different design options. The composite explorer displays a fully interactive composite of multiple different design options. The composite explorer exposes various tools that allow the user to filter the design space via interactions with the composite. The tradeoff explorer displays a tradeoff space based on different rankings of design options. The different rankings potentially correspond to competing design characteristics specified by different designers.
Abstract:
A computing device for processing a video file. The video file comprises an audio track and contains at least one event comprising a scene of interest. One or more audio criteria that characterize the event are used to detect events using the audio track and an offset timestamp is recorded for each detected event. A set of offset timestamps may be produced for a set of detected events of the video file. The set of offset timestamps for the set of detected events may be used to time align and time adjust a set of real timestamps for a set of established events for the same video file. A user interface (UI) is provided that allows quick and easy search and playback of events of interest across multiple video files.