HAIR COSMETIC APPLICATION AND ENHANCEMENT SYSTEMS AND METHODS: Systems and methods for personalized, high-precision, and highly accurate hair coloring and / or bleaching treatments that are time-sensitive, including their implementations using
machine learning (ML). A
system comprises circuitry configured to calculate, based on an initial hair shade and a desired hair shade, a
hair treatment modality to achieve at least approximately the desired shade with a time-sensitive application of a cosmetic composition, such as a hair bleaching formula, that is correlated with
hair characteristics and a projected hair reactivity to the treatment.The
system can receive data relating to the current progress of the bleaching process and recalculate, based on the ongoing data and the desired shade, the
hair treatment method for
accuracy and precision. See Figure 1 for an abbreviation.