Interreality cosmetics for a smart cosmetic device system

A computer-implemented method, including:

• using a selection of a first makeup look recommendation that is specific to a first rendering environment to generate a second makeup look recommendation that is specific to a second rendering environment;
• wherein the first makeup look recommendation is based on a first set of features;
• processing, by makeup look recommendation logic, the first set of features as input and producing a second set of features as output;
• wherein the second makeup look recommendation is based on the second set of features;
• and wherein the first and second makeup look recommendations share a cross-environment makeup look fingerprint, wherein the cross-environment makeup look fingerprint renders the first set of features in the first rendering environment, and wherein the cross-environment makeup look fingerprint renders the second set of features in the second rendering environment;
• and
• rendering the first makeup look recommendation in the first rendering environment, and the second makeup look recommendation in the second rendering environment.

A non-transitory computer readable storage medium impressed with computer program instructions to:

• use a selection of a first makeup look recommendation that is specific to a first rendering environment to generate a second makeup look recommendation that is specific to a second rendering environment;
• wherein the first makeup look recommendation is based on a first set of features;
• wherein the computer program instructions further cause processing of the first set of features as input and production of a second set of features as output;
• wherein the second makeup look recommendation is based on the second set of features;
• and wherein the first and second makeup look recommendations share a cross-environment makeup look fingerprint, wherein the cross-environment makeup look fingerprint renders the first set of features in the first rendering environment, and wherein the cross-environment makeup look fingerprint renders the second set of features in the second rendering environment;
• and
• render the first makeup look recommendation in the first rendering environment, and the second makeup look recommendation in the second rendering environment.