Personal care device with camera
A personal care system having a treatment device for applying a treatment to the skin or hair of a user is provided. The treatment device has a camera for taking an image of the skin. The system may include or be in communication with an application programming interface (API) that can process the image. The system or an associated API can recommend the use of treatment regimens or topical products according to information determined from the digital image of the skin.
1. A skin evaluation system comprising:
a device configured to be placed near a skin region of interest;
a removable camera module configured to be mounted to the device, wherein the removable camera module comprises a camera lens and is configured to generate image data regarding the skin region of interest;
a plurality of sensors surrounding the camera lens, wherein the plurality of sensors comprises a moisture sensor disposed adjacent the camera lens and configured to generate sensor data regarding a moisture content of the skin region of interest;
a wireless network interface configured to transmit the image data and the sensor data; and
a computing system comprising one or more processors and computer-readable memory, wherein the computing system is configured to:
receive the image data and the sensor data from the wireless network interface;
evaluate the image data and the sensor data using a neural network machine learning model to generate skin evaluation results representing a measurement of a condition of the skin region of interest; and
evaluate the skin evaluation results using a further machine learning model to generate treatment results representing a treatment for the condition of the skin region of interest.
2. The skin evaluation system of claim 1 , wherein the neasurement of the condition of the skin region of interest is selected from a group consisting of: a skin feature size, a skin feature depth, and a presence of debris.
3. The skin evaluation system of claim 1 , further comprising a light source configured to administer light therapy to the skin region of interest.
4. The skin evaluation system of claim 1 , wherein the removable camera module comprises a compartment that is enclosed by a cover and a housing of the device, and wherein the camera lens is disposed within the compartment.
5. The skin evaluation system of claim 1 , wherein the computing system is further configured to present the image data on a display in substantially real time.
6. The skin evaluation system of claim 1 , wherein the computing system is further configured to:
compare the image data with prior image data, wherein the prior image data represents the skin region of interest at a point in time preceding generation of the image data; and
evaluate a change in the skin region of interest based on comparing the image data with the prior image data.
7. The skin evaluation system of claim 1 , wherein the computing system comprises a cloud-based server.
8. The skin evaluation system of claim 1 , wherein the computing system comprises a handheld mobile device.
9. The skin evaluation system of claim 1 , wherein the neural network machine learning model comprises a convolutional neural network.
10. The skin evaluation system of claim 1 , wherein the plurality of sensors further comprises at least one of: a capacitive sensor, a photodiode optical sensor, or an elasticity oscillating probe sensor.
11. The skin evaluation system of claim 1 , wherein the neural network machine learning model is configured to assess an extent of damage of the condition of the skin region of interest.
12. The skin evaluation system of claim 1 , wherein the computing system is further configured to recommend a device setting for use of the device based on output of at least one of the neural network machine learning model or the further machine learning model.