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<h1>Skin tone accuracy improvements in mobile imaging enhance inclusive representation and reduce algorithmic bias across diverse lighting conditions.</h1> TECNO expanded its multi-skin tone color card to 372 patches and developed region-specific variants to enable local tuning. These dataset upgrades power refinements to the Multi-Skin Tone Color Restoration Engine-notably a CCM Skin Tone Calibration Algorithm and a Spectrum-Based AWB Algorithm-together with an Intelligent Skin-Tone Grading Exposure Algorithm to mitigate color shifts and exposure disparities across diverse skin tones and lighting conditions, supporting iterative optimisation to reduce algorithmic bias and improve portrait fidelity.