Methods and systems for adjusting behavior of personal care device based on status of oral cavity
A personal care device including at least one sensor ( 28 ) configured to obtain sensor data including information about a user; a controller ( 30 ) having a feature extraction module ( 230 ) and a classifier ( 240 ), the feature extraction module configured to extract one or more features from the obtained sensor data, the classifier configured to determine a status of a user based on the extracted one or more features; and a personal care device ( 10 ) configured to provide a personal care function and receive one or more control signals to adjust the personal care function based on a determined status of at least a portion of the user's body.
1. An oral care system, comprising:
at least one sensor configured to obtain sensor data comprising information about an oral cavity of a user;
a controller comprising a feature extraction module and a machine learning classifier, the feature extraction module configured to extract one or more features from the obtained sensor data, and the machine learning classifier configured to determine a status of the oral cavity of the user based on the extracted one or more features, wherein the status of the oral cavity comprises identification of when the user's mouth is open, closed, opening or closing; and
an oral care device configured to i) provide an oral care function and ii) receive one or more control signals to adjust the oral care function based on the determined status of the oral care of the user.
2. The oral care system of claim 1 , further comprising a device function engine configured to receive a control signal from the controller and transmit one or more control signals to the oral care device to adjust the oral care function.
3. The oral care system of claim 1 , wherein the at least one sensor comprises an imaging sensor.
4. The oral care system of claim 1 , wherein the at least one sensor is comprises an optical proximity sensor.
5. The oral care system of claim 1 , wherein the status of the oral cavity of the user is determined by assigning a weight to the sensor data from each of the one or more sensors.
6. The oral care system of claim 5 , wherein the status of the oral cavity of the user is determined by applying a normalization function to the weighted sensor data from each of the one or more sensors.
7. The oral care system of claim 1 , wherein the system is configured to provide feedback to the user or a third party based on the determined state of the oral cavity.
8. The oral care system of claim 1 , wherein the oral care device function comprises an operating intensity.
9. The oral care system of claim 1 , wherein the oral care function comprises an operating mode.
10. The oral care system of claim 1 , wherein the oral care function is a powered or non-powered state.
11. The oral care system of claim 1 , wherein: the oral care device further comprises an imaging device; the one or more sensors comprise an imaging sensor; and the oral care function comprises capturing an image of the oral cavity.
12. A method for controlling an oral care device based on a status of an oral cavity of a user, the method comprising:
providing an oral care function with an oral care device;
obtaining, by one or more sensors associated with the oral care device, sensor data comprising information about the oral cavity of the user;
extracting, by a feature extraction module, one or more features from the obtained sensor data;
determining, using a trained machine learning classifier, a status of the oral cavity of the user based on the extracted one or more features, wherein the status of the oral cavity comprises identification of when the user's mouth is open, closed, opening, or closing; and
based on the determined status of the oral cavity of the user, transmitting one or more control signals to adjust the oral care function provided by the oral care device.
13. The method of claim 12 , further comprising training a classifier using the extracted one or more features to create a classification model adapted to predict the status of the oral cavity of the user prior to the determining.
14. The method of claim 12 , wherein the determining the status of the oral cavity of the user comprises assigning a weight to the sensor data from each of the one or more sensors.
15. The method of claim 14 , wherein the determining the status of the oral cavity of the user further comprises applying a normalization function to the weighted sensor data from each of the one or more sensors.
16. The method of claim 12 , further comprising providing feedback to the user or a third party based on the determined status of the oral cavity of the user.
17. The method of claim 12 , wherein the oral care function comprises an operating intensity.
18. The method of claim 12 , wherein the oral care function is an operating mode.
19. The method of claim 12 , wherein the oral care function is a powered state or non-powered state.
20. The method of claim 12 , wherein: the oral care device further comprises an imaging device and the one or more sensors comprise an imaging sensor; and the oral care function comprises capturing an image of the oral cavity of the user.