Systems and methods for hair analysis
Disclosed are hair analysis systems and methods comprising: (a) a step to capture an image of a user at an image capture unit and to send the image from the image capture unit to a hair analysis unit; (b) a step to analyze the user's hair condition at hair analysis unit, based on the image from the image capture unit by using a deep neural network, and to provide an analysis result to a display unit; and (c) a step to display at a display unit the analysis result to the user. The present invention provides the system and the method with an improved sensitivity.
1. A hair analysis system comprising:
(a) a camera to capture an image of a user and to send the image to a hair analysis processor;
(b) the hair analysis processor: to analyze the user's hair condition based on the image by using a deep neural network that is trained using a plurality of images of users that each feature one or more micro features of a respective user's hair; and to provide an analysis result to a display wherein the analysis result is at least one of the followings following:
the analyzed hair condition;
a hair prediction based on the analyzed hair condition;
a hair product recommendation based on the analyzed hair condition;
a hair product usage recommendation based on the analyzed hair condition; and
a hair evaluation recommendation based on the analyzed hair condition; and
(c) the display to display the analysis result to the user.
2. The system of claim 1 , wherein the deep neural network is a Convolutional Neural Network.
3. The system of claim 1 , wherein the deep neural network is a Deep Capsule Network.
4. The system of claim 1 , wherein the display showing the hair product recommendation and/or the hair product usage recommendation, also shows an option for the user to purchase the product.
5. The system of claim 1 , wherein the hair condition to be analyzed is at least one of the following: Frizz; Volume; Freshness or Cleanliness; Moisture; Curliness; Length; Manageability; Damage; Shine; Hair age; and Hair health.
6. wherein the system further comprises a question and answer user interface to provide a question for the user at the question and answer user interface; to receive an answer from the user; and to send the answer to the hair analysis processor.
7. The system of claim 6 , wherein the answer is utilized to provide the analysis result.
8. A hair analysis method comprising:
(a) capturing an image of a user at a camera and to send the image from the camera to a hair analysis processor;
(b) analyzing the user's hair condition at the hair analysis processor, based on the image from the camera by using a deep neural network that is trained using a plurality of images of users that each feature one or more micro features of a respective user's hair, and providing an analysis result to a display wherein the analysis result is at least one of the following:
the analyzed hair condition;
a hair prediction based on the analyzed hair condition;
a hair product recommendation based on the analyzed hair condition;
a hair product usage recommendation based on the analyzed hair condition; and
a hair evaluation recommendation based on the analyzed hair condition; and
(c) displaying at the display the analysis result to the user.
9. The method of claim 8 , wherein the deep neural network is a Convolutional Neural Network.
10. The method of claim 8 , wherein the deep neural network is a Deep Capsule Network.
11. The method of claim 8 , wherein the display showing the hair product recommendation and/or the hair product usage recommendation, also shows an option for the user to purchase the product.
12. The method of claim 8 , wherein the hair condition to be analyzed is at least one of the following: Frizz; Volume; Freshness or Cleanliness; Moisture; Curliness; Length; Manageability; Damage; Shine; Hair age; and Hair health.
13. The method of claim 8 , wherein the method further comprises providing, at a question and answer user interface, a question for the user; receiving an answer from the user; and sending the answer to the hair analysis processor.
14. The method of claim 13 , wherein the answer is utilized for providing the analysis result.