Abstract: A system is provided that includes a mobile user device executes an application that receives a selection of a target color of lipstick from a user, and determines and transmit a recipe for generating the target color of the lipstick that is based on a combination of a plurality of separate lipstick ingredients. The system includes a dispensing device configured to receive the transmitted recipe from the mobile user device and dispense each of the plurality of separate lipstick ingredients onto a common dispensing surface such that when the dispensed amounts of each of the plurality of separate lipstick ingredients is blended on the dispensing surface, the target color of the lipstick is achieved. The mobile user device is configured to present at least one candidate color of lipstick to the user that is based on at least a user profile of the user of the smartphone.

Abstract: A system is provided that includes a mobile user device that executes an application that determines a skintone of a user, and determines and transmits a recipe for generating a target foundation that is based on a combination of a plurality of separate foundation ingredients that are associated with the skintone of the user. The system includes a dispensing device configured to receive the transmitted recipe from the mobile user device and dispense each of the plurality of separate foundation ingredients onto a common dispensing surface such that when the dispensed amounts of each of the plurality of separate foundation ingredients is blended on the dispensing surface, the target foundation is achieved. The mobile user device is configured to determine a skintone of the user based on features in a detected face of the user in a self-taken image of the user that is captured by a camera of the mobile user device.

Abstract: An image is accepted by one or more processing circuits from a user depicting the user's skin. Machine learning models stored in one or more memory circuits are applied to the image to classify acne characteristics. An acne severity grade is provided by the one or more processing circuits and a user interface displays the acne severity grade.

Abstract: In some embodiments, a system is provided. The system comprises a plurality of product mixing devices; a color communication computing system; and a mobile computing device. The mobile computing device is communicatively coupled to a first product mixing device of the plurality of product mixing devices and communicatively coupled to the color communication computing system. The mobile computing device includes a non-transitory computer-readable medium having computer-executable instructions stored thereon that, in response to execution by at least one processor of the mobile computing device, cause the mobile computing device to perform actions comprising: receiving a message from the color communication computing system indicating a product having a first color that was dispensed by a second product mixing device of the plurality of product mixing devices; and causing, by the mobile computing device, the first color to be presented.

Abstract: In some embodiments, a color communication computing system receives a plurality of color interest messages from a plurality of mobile computing devices. Each color interest message indicates a color of a product. The color communication computing system receives a trend request message from a mobile computing device that indicates one or more color component products within one or more cartridges installed in a product mixing device communicatively coupled to the mobile computing device. The color communication computing system determines one or more relevant colors from the plurality of color interest messages. The color communication computing system filters the one or more relevant colors based on whether each relevant color can be dispensed using the color component products within the one or more cartridges installed in the product mixing device communicatively coupled to the mobile computing device, and transmits the filtered one or more relevant colors to the mobile computing device.

Abstract: An apparatus is provided that includes comprising: a processing circuit to accept data indicative at least one health of beauty state of a user; a communication circuit to convey the accepted data to machine learning models and to receive a regimen recommendation from the machine learning models; and a user interface circuit to present the regimen recommendation to the user.

Abstract: In some embodiments, protein biomarker concentration information for a subject is obtained, and is used to determine one or more skin trends likely to be experienced by the subject. Skincare product recommendations are generated based on the protein biomarker concentration information. Feedback on the recommended skincare products may be received, and may be used to improve future recommendations for skincare products for the subject or for other subjects.

Abstract: A system for treating skin, the system including at least one cartridge containing a skincare material, a dispensing device comprising at least one chamber configured to accept the at least one cartridge, and a processor communicatively coupled to the dispensing device, wherein the processor is configured to visualize an image of a user's skin, detect one or more features on the user's skin with image processing, and apply the skincare product onto the one or more skin conditions to the user's skin through an applicator on the dispensing device.

Abstract: A system for coloring hair, the system including at least one cartridge containing a hair color, a hair color device comprising one or more chambers configured to receive the at least one cartridge, and a processor communicatively coupled to the dispense, wherein the process or is configured to visualize an image of a user's hair, detect one or more hairs in a predetermined color range in the image through image processing, and apply the hair color onto the one or more hairs in a predetermined color range through an applicator on the hair color device.

Abstract: Disclosed are bioprinted, three-dimensional, biological skin tissues comprising: a dermal layer comprising dermal fibroblasts; and an epidermal layer comprising keratinocytes, the epidermal layer in contact with the dermal layer to form the three-dimensional, engineered, biological skin tissue. Also disclosed are arrays of engineered skin tissues and methods of making engineered skin tissues.

Abstract: Systems and methods are provided for improving skincare product formulations to address predicted skin trends. A biomarker analysis system is used to determine concentrations of various protein biomarkers of a user. A skin diagnosis computing device uses the protein biomarker concentrations to determine one or more skin trends, and determines one or more skincare product ingredients to address the skin trends. A skincare product is compounded that includes the one or more skincare product ingredients.

Abstract: An apparatus to realize personalized cosmetic compositions including a formula supply assembly having a plurality of additive reservoirs that contains a plurality of additive substances, a plurality of additive pumps that supplies selected additive quantities of the plurality of additive substances, a base reservoir that contains a base substance, and a base pump that supplies a base quantity of the base substance and a mixing assembly having an additive inlet that receives the selected additive quantities, a base inlet that receives the base quantity, and a mixing channel that mixes the additive quantities with the base quantity to form the personalized cosmetic compositions.

Abstract: Systems, devices, and methods for in situ diagnostic assessment and formula dispensing are described. A diagnostic formula applicator can include a fluid dispensing assembly coupled with a comb having a plurality of tines. A tine of the plurality of tines can be configured to dispense a fluid formula to a region of a biological surface via at least one fluid conduit. The diagnostic formula applicator can include hair diagnostic circuitry operably coupled to the fluid dispensing assembly. The diagnostic circuitry can be configured to actuate the fluid dispensing assembly to deliver the fluid formula via the at least one fluid conduit, responsive to determining a user-specific hair cosmetic aspect from hair and scalp sensor information.

Abstract: A system is provided that includes a mobile user device (300) that executes an application and determines and transmits a recipe for generating a target cosmetic material that is based on a combination of a plurality of separate ingredients that are associated with the user. The system includes a dispensing device (100) configured to receive the transmitted recipe from the mobile user device 300) and dispense each of the plurality of separate ingredients onto a common dispensing surface such that when the dispensed amounts of each of the plurality of separate ingredients is blended on the dispensing surface, the target cosmetic material is achieved.

Abstract: Systems, devices, and methods are described for generate at least one instances of a skin state and at least one instances of a personalized skincare recommendation responsive to receiving one or more inputs indicative of a predicted physiological cycle progression. The system includes a mitigation unit including computational circuitry configured to generate a personalized skincare recommendation responsive to one or more inputs indicative of the onset of the change in the skin state; and a skin-state display unit including computational circuitry configured to generate one or more instances of the skin state and one or more instances of a personalized skincare recommendation.

Abstract: Disclosed are bioprinted, three-dimensional, biological skin tissues comprising: a dermal layer comprising dermal fibroblasts; and an epidermal layer comprising keratinocytes, the epidermal layer in contact with the dermal layer to form the three-dimensional, engineered, biological skin tissue. Also disclosed are arrays of engineered skin tissues and methods of making engineered skin tissues.

Abstract: An adjustable cosmetic applicator includes a stem; an applicator tip attached to a first end of the stem; a base attached to a second end of the stem, the base including a locking device disposed at a first end of the base, the locking device including a ball; a handle including a first end, the first end of the handle including a plurality of detents configured to receive the ball; and a chamber rotateably coupled to the handle, the chamber including a hollow cavity configured to receive the base inserted therein, the first end of the base being disposed proximal to the first end of the handle, wherein the chamber and the handle are configured to rotate independently around a rotation axis through a center of the chamber and the handle.

Abstract: Systems and methods are provided for improving skincare product formulations to address predicted skin trends. A biomarker analysis system is used to determine concentrations of various protein biomarkers of a user. A skin diagnosis computing device uses the protein biomarker concentrations to determine one or more skin trends, and determines one or more skincare product ingredients to address the skin trends. A skincare product is compounded that includes the one or more skincare product ingredients.

Abstract: Systems, devices, and methods are described for generate at least one instances of a skin state and at least one instances of a personalized skincare recommendation responsive to receiving one or more inputs indicative of a predicted physiological cycle progression. The system includes a mitigation unit including computational circuitry configured to generate a personalized skincare recommendation responsive to one or more inputs indicative of the onset of the change in the skin state; and a skin-state display unit including computational circuitry configured to generate one or more instances of the skin state and one or more instances of a personalized skincare recommendation.

Abstract: Systems, devices, and methods are described for generate at least one instances of a skin state and at least one instances of a personalized skincare recommendation responsive to receiving one or more inputs indicative of a predicted physiological cycle progression. The system includes a dispenser control unit including computational circuitry configured to establishing a secured communication link with a personalized cosmetic dispensing system and to communicate one or more control commands to dispense a personalize skincare product in conformity with a personalized skincare recommendation, responsive to one or more inputs indicative of a physiological cycle progression.