Abstract: An example system may access data of a multidimensional space representing a physical environment and identify interior elements within the multidimensional space using a first machine learning model. The interior element may represent furniture in the physical environment. The system may mask one or more of the interior elements with masks and fill each of the masks with imagery of the physical environment to create an appearance of a defurnished space, the defurnished space having the one or more interior elements appearing as missing from the multidimensional space representing the physical environment. The system may provide all or some of the defurnished space for display.

Abstract: An example system may access data of a multidimensional space representing a physical environment and identify interior elements within the multidimensional space using a first machine learning model. The interior element may represent furniture in the physical environment. The system may mask one or more of the interior elements with masks and fill each of the masks with imagery of the physical environment to create an appearance of a defurnished space, the defurnished space having the one or more interior elements appearing as missing from the multidimensional space representing the physical environment. The system may provide all or some of the defurnished space for display.

Abstract: An example system comprises a base with a bottom end and a top end opposite the bottom end, a motor within the base, the motor being coupled to a rotational component of the base and configured to turn the rotational component about an axis of rotation, the rotational component being at the top end of the base, the axis of rotation being perpendicular to the top end of the base, and an arm coupled to the rotational component, the arm configured to move a holding member above the top of the base, the holding member configurable to hold a digital device above the top end of the base, the arm being adjustable to position and tilt the holding member, the rotational component being capable of turning the arm and the holding member, the arm configured to tilt the holding member at a first angle relative to the arm.

Abstract: An example system may access data of a multidimensional space representing a physical environment and identify interior elements within the multidimensional space using a first machine learning model. The interior element may represent furniture in the physical environment. The system may mask one or more of the interior elements with masks and fill each of the masks with imagery of the physical environment to create an appearance of a defurnished space, the defurnished space having the one or more interior elements appearing as missing from the multidimensional space representing the physical environment. The system may provide all or some of the defurnished space for display.

Abstract: An example system comprises a base with a bottom end and a top end opposite the bottom end, a motor within the base, the motor being coupled to a rotational component of the base and configured to turn the rotational component about an axis of rotation, the rotational component being at the top end of the base, the axis of rotation being perpendicular to the top end of the base, and an arm coupled to the rotational component, the arm configured to move a holding member above the top of the base, the holding member configurable to hold a digital device above the top end of the base, the arm being adjustable to position and tilt the holding member, the rotational component being capable of turning the arm and the holding member, the arm configured to tilt the holding member at a first angle relative to the arm.

Abstract: Walking assistance devices and systems for rehabilitation system for reducing the knee adduction moment in a user, reducing stress on the knee, and potentially slowing deterioration of the knee associated with osteoarthritis of the knee and delaying the need for knee replacement surgery. In one aspect the walking assistance device includes a handle or grip portion, a shaft portion, and a base portion having a rocker bottom which reduces the knee adduction moment on the stance leg of a user. In another aspect the walking assistance device includes one or more force sensors for measuring the force applied by a user at various points in their gait.

Abstract: Walking assistance devices and systems for rehabilitation system for reducing the knee adduction moment in a user, reducing stress on the knee, and potentially slowing deterioration of the knee associated with osteoarthritis of the knee and delaying the need for knee replacement surgery. In one embodiment the walking assistance device includes a handle or grip portion, a shaft portion, and a base portion having a rocker bottom which reduces the knee adduction moment on the stance leg of a user.

Abstract: An example system comprises a base with a bottom end and a top end opposite the bottom end, a motor within the base, the motor being coupled to a rotational component of the base and configured to turn the rotational component about an axis of rotation, the rotational component being at the top end of the base, the axis of rotation being perpendicular to the top end of the base, and an arm coupled to the rotational component, the arm configured to move a holding member above the top of the base, the holding member configurable to hold a digital device above the top end of the base, the arm being adjustable to position and tilt the holding member, the rotational component being capable of turning the arm and the holding member, the arm configured to tilt the holding member at a first angle relative to the arm.

Abstract: Walking assistance devices and systems for rehabilitation system for reducing the knee adduction moment in a user, reducing stress on the knee, and potentially slowing deterioration of the knee associated with osteoarthritis of the knee and delaying the need for knee replacement surgery. In one embodiment the walking assistance device includes a handle or grip portion, a shaft portion, and a base portion having a rocker bottom which reduces the knee adduction moment on the stance leg of a user.