4 results about "Task Performances" patented technology

Embodiments of the innovation relate to a method for generating a labeled object data set. The method comprises receiving a task performance video, playing the task performance video in reverse, and for each video frame of the task performance video, applying a mask to images of the objects within the object stream. The method further comprises identifying an object entering a first video frame of the task performance video along a direction perpendicular to a direction of the object stream, in response to detecting motion of the identified object from the first video frame of the task performance video to a second video frame of the task performance video along the perpendicular direction, designating the object as an object of interest, and storing mask segmentation data associated with the mask of the object of interest as part of the labeled object data set.

A method of adjusting mental state includes acquiring video data of an individual, extracting image data and audio data from the video data, extracting semantic text data from the audio data, identifying a first set of features, predicting a baseline mental state, identifying a target mental state, and simulating a predicted path from the baseline mental state to the target mental state. The baseline mental state is predicted based on the first set of features. The predicted path is simulated using a multidimensional mental state model, a plurality of actions, and a first computer-implemented machine learning model. The predicted path comprises one or more actions of the plurality of actions and corresponding changes to at least one of first and second dimensions of the multidimensional mental state model. An indication of the one or more actions of the predicted path is output to the individual.

This application relates to a method, apparatus, computer device, and storage medium for adjusting a user's subjective willingness to accept a physical challenge task. The method includes: obtaining expected task performance data using average performance data of the current physical challenge task and the user's self-efficacy scale score; calculating a subjective estimate of the user's success rate in completing the current physical challenge task using the expected task performance data; calculating an overall estimate of the user's ability to perform the current physical challenge task using the subjective estimate, a pre-configured task success reward factor, and a pre-configured task failure penalty factor; determining the user's subjective probability of accepting the current physical challenge task using the overall estimate; and adjusting the task success reward factor and task failure penalty factor of the current physical challenge task based on the user's subjective probability of accepting the current physical challenge task and the pre-set probability of the current physical challenge task. This method can dynamically adjust a user's subjective willingness to accept a physical challenge task.

This disclosure provides a method and apparatus for task orchestration. The method includes: acquiring a task DAG configuration file; determining a task orchestration result based on first orchestration parameters, a first orchestration algorithm, and the task DAG configuration file; the first orchestration parameters and the first orchestration algorithm are determined in response to a user's selection operation; acquiring task performance data of each task in the task orchestration result through a preset port; and dynamically optimizing preset orchestration data based on the task performance data of each task to obtain an updated task orchestration result; the preset orchestration data includes at least one of the first orchestration parameters, the first orchestration algorithm, and the task DAG configuration file.