Abstract: Systems and methods for generating a personal profile and a recommendation based on the generated personal profile. The method includes generating a plurality of clusters, each cluster of the generated plurality of clusters including at least a set of variables for users included in the cluster, the set of variables related to at least one of gender, age, skin tone, acne marks, acne frequency, a lesion score, or a body distribution score, generating, for a new user, a profile, associating the generated profile into a cluster of the plurality of clusters, and generating, by a machine learning (ML) model, a recommendation for the user based on the associated cluster.

Abstract: A vehicle-mounted electronic component with a smart power supply interface includes a smart power supply interface module and a component function module. At the vehicle-side, the smart power supply interface module is connected with the vehicle fuse fox and with the CAN bus of the vehicle, and also is connected with the vehicle transmission gear and the vehicle-mounted sensing module respectively. At the component-side, the smart power supply interface module has an ACC output interface and an ACC enhanced output interface for the gating connection of the ACC interface of the component function module.

Abstract: A vehicle-mounted electronic component with a smart power supply interface includes a smart power supply interface module and a component function module. At the vehicle-side, the smart power supply interface module is connected with the vehicle fuse fox and with the CAN bus of the vehicle, and also is connected with the vehicle transmission gear and the vehicle-mounted sensing module respectively. At the component-side, the smart power supply interface module has an ACC output interface and an ACC enhanced output interface for the gating connection of the ACC interface of the component function module.