Method and apparatus for evaluating user movement in a fulfillment center. A plurality of sub-tasks for performing a fulfillment operation are determined. Embodiments retrieve a training set of motion data that includes a plurality of training motion data samples, each specifying motion data over a respective window of time, and train a first data model to classify instances of motion data into portions, based on the plurality of sub-tasks. At least one data model is trained to assess performance of the fulfillment operation, using the training set of motion data. An instance of motion data describing motion performed during the fulfillment operation is received, the instance of motion data is divided into a plurality of portions, using the first data model, and a measure of quality is generated, by analyzing the plurality of portions of the instance of motion data using the trained at least one data model.

A smart mirror can show live or recorded streaming video of an instructor performing a workout in a package that is attractive and unobtrusive enough to hang in a living room. The smart mirror includes a mirror surface with a fully reflecting section and a partially reflecting section. A display behind the partially reflecting section shows the video when the smart mirror is on and is almost invisible when the smart mirror is off. The smart mirror also has a speaker, a microphone, and a camera to enable a user to view the video content and interact with the instructor. The smart mirror may connect to the user's smart phone, a peripheral device (e.g., a Bluetooth speaker) to augment user experience, a biometric sensor to provide biometric data to assess user performance, and/or a network router to connect the smart mirror to a content provider, an instructor, and/or other users.

A beauty product device is disclosed which includes a variety of sensors for sensing the way in which a user is operating the device. The sensor data can be processed and compared with pre-stored data representative of a desired style and feedback messages generated and provided back to the user to help them achieve the style they wish to achieve based on the comparison.

An augmented reality interventional system which provides contextual overlays (116) to assist or guide a user (101) or enhance the performance of the interventional procedure by the user that uses an interactive medical device (102) to perform the interventional procedure. The system includes a graphic processing module (110) that is configured to generate at least one contextual overlay on an augmented reality display device system (106). The contextual overlays may identify a component (104) or control of the interactive medical device. The contextual overlays may also identify steps of a procedure to be performed by the user and provide instructions for performance of the procedure. The contextual overlays may also identify a specific region of the environment to assist or guide the user or enhance the performance of the interventional procedure by identifying paths or protocols to reduce radiation exposure.

Systems and methods for objectively assessing physical performance of a subject and generating programs specifically tailored to correct any physical deficiencies identified during that assessment. Generally, the assessments may produce results in binary format so that the assessments may be conducted objectively. Additionally, the recommended exercise programs may be generated based on the results of those assessments so that the recommended exercise programs target the identified physical deficiencies.

In some aspects, the disclosure is directed to methods and systems for a dynamic, reconfigurable virtual reality environment with in-environment access to external data and resources. Implementations of these systems also provide an external mechanism for modifying other aspects of the virtual reality experience with no need to recode or compile the experience. This can alter the primary flow of the experience, change its behavior based on the specific user accessing it and add branded or customer-specific aspects to the application. The same level or environment can provide drastically different experiences for various users from beginners through experts, even allowing the option of random or ordered events, controllable by an instructor or administrator, through simple configuration.

A method of acclimating a patient to a therapy and a system for carrying out such method. The method includes providing the patient with an initial step of a therapy set up program for the patient to perform and determining at least one step metric. The at least one step metric determined is: a stress level of the patient while performing the initial step, successful completion of the initial step, the time needed to complete the initial step, and/or the quantity of errors made while carrying out the initial step. The method further includes determining a subsequent step for the patient to perform immediately after the initial step based on the at least one step metric and providing the patient with the subsequent step.

A resettable injection training device for simulating an injection is provided in an embodiment herein. The device may include an outer housing, a safety shield having a proximal end and a distal end, the distal end for engaging with a target surface during an injection simulation, the safety shield comprising a retracted position, an extended unlocked position and an extended locked position, a plunger; and a locking tab for interfacing with the safety shield for interfacing with the safety shield the extended locked position, wherein if the safety shield distal end disengages from the target surface during an injection simulation, the safety shield extends to the extended, locked position until the device is reset.

A method for determining the location and installation techniques of accessibility features that employs a photo-documentation quality control function to ensure compliance with the norms associated specifically with the client, the type of accessibility feature, and the existing structure that accessibility feature is to be installed into.

An exercise assisting device and exercise assisting method are provided. The device performs the following operations: transmitting a first control signal, the first control signal is related to a motion demonstration video corresponding to an exercise course data; receiving a video stream of a user; analyzing the video stream to generate a motion recognition result corresponding to the exercise course data of the user, and determining whether a motion target value is achieved according to the motion recognition result and the exercise course data; and when the motion target value is not achieved, the motion recognition result and the motion target value are input into an expert suggestion model to generate a follow-up motion suggestion and to determine a follow-up motion demonstration video corresponding to the follow-up motion suggestion.